Distribution Fitting with Calibrating Priors for Commonly Used Distributions


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Documentation for package ‘fitdistcp’ version 0.1.1

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A B C D E F G H I J L M N P Q R T U W

-- A --

adhoc_dmgs_cpmethod Generates a comment about the method
analytic_cpmethod Generates a comment about the method

-- B --

bayesian_dq_4terms_v1 Evaluate DMGS equation 3.3

-- C --

calc_revert2ml determine revert2ml or not
cauchy_cp Cauchy Distribution Predictions Based on a Calibrating Prior
cauchy_f1f DMGS equation 3.3, f1 term
cauchy_f1fa The first derivative of the density
cauchy_f2f DMGS equation 3.3, f2 term
cauchy_f2fa The second derivative of the density
cauchy_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_ldd Second derivative matrix of the normalized log-likelihood
cauchy_ldda The second derivative of the normalized log-likelihood
cauchy_lddd Third derivative tensor of the normalized log-likelihood
cauchy_lddda The third derivative of the normalized log-likelihood
cauchy_lmn One component of the second derivative of the normalized log-likelihood
cauchy_lmnp One component of the third derivative of the normalized log-likelihood
cauchy_logf Logf for RUST
cauchy_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_loglik log-likelihood function
cauchy_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
cauchy_mu1f DMGS equation 3.3, mu1 term
cauchy_mu2f DMGS equation 3.3, mu2 term
cauchy_p1f DMGS equation 3.3, p1 term
cauchy_p1_cp Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
cauchy_p1_f1f DMGS equation 2.1, f1 term
cauchy_p1_f1fa The first derivative of the density
cauchy_p1_f2f DMGS equation 2.1, f2 term
cauchy_p1_f2fa The second derivative of the density
cauchy_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_ldd Second derivative matrix of the normalized log-likelihood
cauchy_p1_ldda The second derivative of the normalized log-likelihood
cauchy_p1_lddd Third derivative tensor of the normalized log-likelihood
cauchy_p1_lddda The third derivative of the normalized log-likelihood
cauchy_p1_lmn One component of the second derivative of the normalized log-likelihood
cauchy_p1_lmnp One component of the second derivative of the normalized log-likelihood
cauchy_p1_logf Logf for RUST
cauchy_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
cauchy_p1_loglik Cauchy-with-p1 observed log-likelihood function
cauchy_p1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
cauchy_p1_means Cauchy distribution: RHP mean
cauchy_p1_mu1f DMGS equation 3.3, mu1 term
cauchy_p1_mu2f DMGS equation 3.3, mu2 term
cauchy_p1_p1f DMGS equation 2.1, p1 term
cauchy_p1_p2f DMGS equation 2.1, p2 term
cauchy_p1_predictordata Predicted Parameter and Generalized Residuals
cauchy_p1_waic Waic
cauchy_p2f DMGS equation 3.3, p2 term
cauchy_waic Waic
crhpflat_dmgs_cpmethod Generates a comment about the method

-- D --

d100gamma_example_data_v1 This is data to be included in my package
d101invgamma_example_data_v1 This is data to be included in my package
d102invgauss_example_data_v1 This is data to be included in my package
d105burr_example_data_v1 This is data to be included in my package
d10exp_example_data_v1 This is data to be included in my package
d110gev_example_data_v1 This is data to be included in my package
d11pareto_k2_example_data_v1 This is data to be included in my package
d120gpd_k1_example_data_v1 This is data to be included in my package
d150gev_p1_example_data_v1_t This is data to be included in my package
d150gev_p1_example_data_v1_x This is data to be included in my package
d151gev_p12_example_data_v1_t This is data to be included in my package
d151gev_p12_example_data_v1_x This is data to be included in my package
d152gev_p123_example_data_v1_t This is data to be included in my package
d152gev_p123_example_data_v1_x This is data to be included in my package
d20halfnorm_example_data_v1 This is data to be included in my package
d25unif_example_data_v1 This is data to be included in my package
d30norm_example_data_v1 This is data to be included in my package
d31norm_dmgs_example_data_v1 This is data to be included in my package
d32gnorm_k3_example_data_v1 This is data to be included in my package
d35lnorm_example_data_v1 This is data to be included in my package
d36lnorm_dmgs_example_data_v1 This is data to be included in my package
d40logis_example_data_v1 This is data to be included in my package
d41lst_k3_example_data_v1 This is data to be included in my package
d42cauchy_example_data_v1 This is data to be included in my package
d50gumbel_example_data_v1 This is data to be included in my package
d51frechet_k1_example_data_v1 This is data to be included in my package
d52weibull_example_data_v1 This is data to be included in my package
d53gev_k3_example_data_v1 This is data to be included in my package
d55exp_p1_example_data_v1_t This is data to be included in my package
d55exp_p1_example_data_v1_x This is data to be included in my package
d56pareto_p1k2_example_data_v1_t This is data to be included in my package
d56pareto_p1k2_example_data_v1_x This is data to be included in my package
d60norm_p1_example_data_v1_t This is data to be included in my package
d60norm_p1_example_data_v1_x This is data to be included in my package
d61lnorm_p1_example_data_v1_t This is data to be included in my package
d61lnorm_p1_example_data_v1_x This is data to be included in my package
d62logis_p1_example_data_v1_t This is data to be included in my package
d62logis_p1_example_data_v1_x This is data to be included in my package
d63lst_p1k3_example_data_v1_t This is data to be included in my package
d63lst_p1k3_example_data_v1_x This is data to be included in my package
d64cauchy_p1_example_data_v1_t This is data to be included in my package
d64cauchy_p1_example_data_v1_x This is data to be included in my package
d70gumbel_p1_example_data_v1_t This is data to be included in my package
d70gumbel_p1_example_data_v1_x This is data to be included in my package
d71frechet_p2k1_example_data_v1_t This is data to be included in my package
d71frechet_p2k1_example_data_v1_x This is data to be included in my package
d72weibull_p1_example_data_v1_t This is data to be included in my package
d72weibull_p1_example_data_v1_x This is data to be included in my package
d73weibull_p2_example_data_v1_t This is data to be included in my package
d73weibull_p2_example_data_v1_x This is data to be included in my package
d74gev_p1k3_example_data_v1_t This is data to be included in my package
d74gev_p1k3_example_data_v1_x This is data to be included in my package
d80norm_p12_example_data_v1_t1 This is data to be included in my package
d80norm_p12_example_data_v1_t2 This is data to be included in my package
d80norm_p12_example_data_v1_x This is data to be included in my package
d81lst_p12k3_example_data_v1_t1 This is data to be included in my package
d81lst_p12k3_example_data_v1_t2 This is data to be included in my package
d81lst_p12k3_example_data_v1_x This is data to be included in my package
d82weibull_p12_example_data_v1_t1 This is data to be included in my package
d82weibull_p12_example_data_v1_t2 This is data to be included in my package
d82weibull_p12_example_data_v1_x This is data to be included in my package
dcauchysub Densities from MLE and RHP
dcauchy_cp Cauchy Distribution Predictions Based on a Calibrating Prior
dcauchy_p1 Cauchy-with-p1 density function
dcauchy_p1sub Densities from MLE and RHP
dcauchy_p1_cp Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
deriv_copyfdd Extract the results from derivatives and put them into f2
deriv_copyld2 Extract the results from derivatives and put them into ldd
deriv_copyldd Extract the results from derivatives and put them into ldd
deriv_copylddd Extract the results from derivatives and put them into lddd
dexpsub Densities from MLE and RHP
dexp_cp Exponential Distribution Predictions Based on a Calibrating Prior
dexp_p1 Exponential-with-p1 density function
dexp_p1sub Densities from MLE and RHP
dexp_p1_cp Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
dfrechetsub Densities from MLE and RHP
dfrechet_k1_cp Frechet Distribution Predictions Based on a Calibrating Prior
dfrechet_p2k1 Frechet_k1-with-p2 density function
dfrechet_p2k1sub Densities from MLE and RHP
dfrechet_p2k1_cp Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
dgammasub Densities from MLE and RHP
dgamma_cp Gamma Distribution Predictions Based on a Calibrating Prior
dgevsub Densities for 5 predictions
dgev_cp Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
dgev_k3sub Densities from MLE and RHP
dgev_k3_cp Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
dgev_p1 GEVD-with-p1: Density function
dgev_p12 GEVD-with-p1: Density function
dgev_p123 GEVD-with-p1: Density function
dgev_p123sub Densities for 5 predictions
dgev_p123_cp Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
dgev_p12sub Densities for 5 predictions
dgev_p12_cp Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
dgev_p1k3 GEV-with-known-shape-with-p1 density function
dgev_p1k3sub Densities from MLE and RHP
dgev_p1k3_cp GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
dgev_p1sub Densities for 5 predictions
dgev_p1_cp Generalized Extreme Value Distribution with a Predictor, Predictions Based on a Calibrating Prior
dgnorm_k3sub Densities from MLE and RHP
dgnorm_k3_cp Generalized Normal Distribution Predictions Based on a Calibrating Prior
dgpdsub Densities for 5 predictions
dgpd_k1_cp Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
dgumbelsub Densities from MLE and RHP
dgumbel_cp Gumbel Distribution Predictions Based on a Calibrating Prior
dgumbel_p1 Gumbel-with-p1 density function
dgumbel_p1sub Densities from MLE and RHP
dgumbel_p1_cp Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
dhalfnormsub Densities from MLE and RHP
dhalfnorm_cp Half-Normal Distribution Predictions Based on a Calibrating Prior
dinvgammasub Densities from MLE and cp
dinvgamma_cp Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
dinvgausssub Densities from MLE and RHP
dinvgauss_cp Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
dlnormsub Densities from MLE and RHP
dlnorm_cp Log-normal Distribution Predictions Based on a Calibrating Prior
dlnorm_dmgssub Densities from MLE and RHP
dlnorm_dmgs_cp Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
dlnorm_p1 Normal-with-p1 density function
dlnorm_p1sub Densities from MLE and RHP
dlnorm_p1_cp Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
dlogis2sub Densities from MLE and RHP
dlogis_cp Logistic Distribution Predictions Based on a Calibrating Prior
dlogis_p1 Logistic-with-p1 density function
dlogis_p1sub Densities from MLE and RHP
dlogis_p1_cp Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
dlst_k3sub Densities from MLE and RHP
dlst_k3_cp t Distribution Predictions Based on a Calibrating Prior
dlst_p1k3 LST-with-p1 density function
dlst_p1k3sub Densities from MLE and RHP
dlst_p1k3_cp t Distribution with a Predictor, Predictions Based on a Calibrating Prior
dmgs Evaluate DMGS equation 3.3
dnormsub Densities from MLE and RHP
dnorm_cp Normal Distribution Predictions Based on a Calibrating Prior
dnorm_dmgssub Densities from MLE and RHP
dnorm_dmgs_cp Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
dnorm_p1 Normal-with-p1 density function
dnorm_p1sub Densities from MLE and RHP
dnorm_p1_cp Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
dnorm_p1_formula Linear regression formula, densities
dpareto_k2_cp Pareto Distribution Predictions Based on a Calibrating Prior
dpareto_k2_sub Densities from MLE and RHP
dpareto_p1k2 pareto_k1-with-p2 density function
dpareto_p1k2sub Densities from MLE and RHP
dpareto_p1k2_cp Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
dunif_cp Uniform Distribution Predictions Based on a Calibrating Prior
dunif_formula Predictive PDFs
dweibullsub Densities from MLE and RHP
dweibull_cp Weibull Distribution Predictions Based on a Calibrating Prior
dweibull_p2 Weibull-with-p1 density function
dweibull_p2sub Densities from MLE and RHP
dweibull_p2_cp weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- E --

exp_cp Exponential Distribution Predictions Based on a Calibrating Prior
exp_f1f DMGS equation 2.1, f1 term
exp_f1fa The first derivative of the density
exp_f2f DMGS equation 2.1, f2 term
exp_f2fa The second derivative of the density
exp_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_l111 Third derivative of the normalized log-likelihood
exp_ldd The second derivative of the normalized log-likelihood
exp_ldda The second derivative of the normalized log-likelihood
exp_lddd Third derivative tensor of the log-likelihood
exp_lddda The third derivative of the normalized log-likelihood
exp_logf Logf for RUST
exp_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
exp_p1fa The first derivative of the cdf
exp_p1_cp Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
exp_p1_f1f DMGS equation 2.1, f1 term
exp_p1_f1fa The first derivative of the density
exp_p1_f2f DMGS equation 2.1, f2 term
exp_p1_f2fa The second derivative of the density
exp_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_ldd Second derivative matrix of the normalized log-likelihood
exp_p1_ldda The second derivative of the normalized log-likelihood
exp_p1_lddd Third derivative tensor of the normalized log-likelihood
exp_p1_lddda The third derivative of the normalized log-likelihood
exp_p1_lmn One component of the second derivative of the normalized log-likelihood
exp_p1_lmnp One component of the third derivative of the normalized log-likelihood
exp_p1_logf Logf for RUST
exp_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_loglik observed log-likelihood function
exp_p1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
exp_p1_means exp distribution: RHP means
exp_p1_mu1f DMGS equation 3.3, mu1 term
exp_p1_mu1fa Minus the first derivative of the cdf, at alpha
exp_p1_mu2f DMGS equation 3.3, mu2 term
exp_p1_mu2fa Minus the second derivative of the cdf, at alpha
exp_p1_p1f DMGS equation 2.1, p1 term
exp_p1_p1fa The first derivative of the cdf
exp_p1_p2f DMGS equation 2.1, p2 term
exp_p1_p2fa The second derivative of the cdf
exp_p1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_p1_predictordata Predicted Parameter and Generalized Residuals
exp_p1_waic Waic
exp_p2fa The second derivative of the cdf
exp_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
exp_waic Waicscores

-- F --

fixgevrange Deal with situations in which the user wants d or p outside the GEV range
fixgpdrange Deal with situations in which the user wants d or p outside the GPD range
frechet_k1_cp Frechet Distribution Predictions Based on a Calibrating Prior
frechet_k1_f1f DMGS equation 3.3, f1 term
frechet_k1_f1fa The first derivative of the density
frechet_k1_f2f DMGS equation 3.3, f2 term
frechet_k1_f2fa The second derivative of the density
frechet_k1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_ldd Second derivative matrix of the normalized log-likelihood
frechet_k1_ldda The second derivative of the normalized log-likelihood
frechet_k1_lddd Third derivative tensor of the normalized log-likelihood
frechet_k1_lddda The third derivative of the normalized log-likelihood
frechet_k1_lmn One component of the second derivative of the normalized log-likelihood
frechet_k1_lmnp One component of the third derivative of the normalized log-likelihood
frechet_k1_logf Logf for RUST
frechet_k1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_mu1f DMGS equation 3.3, mu1 term
frechet_k1_mu1fa Minus the first derivative of the cdf, at alpha
frechet_k1_mu2f DMGS equation 3.3, mu2 term
frechet_k1_mu2fa Minus the second derivative of the cdf, at alpha
frechet_k1_p1f DMGS equation 3.3, p1 term
frechet_k1_p1fa The first derivative of the cdf
frechet_k1_p2f DMGS equation 3.3, p2 term
frechet_k1_p2fa The second derivative of the cdf
frechet_k1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_k1_waic Waic
frechet_loglik log-likelihood function
frechet_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
frechet_means MLE and RHP predictive means
frechet_p2k1_cp Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
frechet_p2k1_f1f DMGS equation 2.1, f1 term
frechet_p2k1_f1fa The first derivative of the density
frechet_p2k1_f2f DMGS equation 2.1, f2 term
frechet_p2k1_f2fa The second derivative of the density
frechet_p2k1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_ldd Second derivative matrix of the normalized log-likelihood
frechet_p2k1_ldda The second derivative of the normalized log-likelihood
frechet_p2k1_lddd Third derivative tensor of the normalized log-likelihood
frechet_p2k1_lddda The third derivative of the normalized log-likelihood
frechet_p2k1_lmn One component of the second derivative of the normalized log-likelihood
frechet_p2k1_lmnp One component of the second derivative of the normalized log-likelihood
frechet_p2k1_logf Logf for RUST
frechet_p2k1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_loglik observed log-likelihood function
frechet_p2k1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
frechet_p2k1_means frechet_k1 distribution: RHP mean
frechet_p2k1_mu1f DMGS equation 3.3, mu1 term
frechet_p2k1_mu1fa Minus the first derivative of the cdf, at alpha
frechet_p2k1_mu2f DMGS equation 3.3, mu2 term
frechet_p2k1_mu2fa Minus the second derivative of the cdf, at alpha
frechet_p2k1_p1f DMGS equation 2.1, p1 term
frechet_p2k1_p1fa The first derivative of the cdf
frechet_p2k1_p2f DMGS equation 2.1, p2 term
frechet_p2k1_p2fa The second derivative of the cdf
frechet_p2k1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
frechet_p2k1_predictordata Predicted Parameter and Generalized Residuals
frechet_p2k1_waic Waic

-- G --

gamma_cp Gamma Distribution Predictions Based on a Calibrating Prior
gamma_f1f DMGS equation 3.3, f1 term
gamma_f1fa The first derivative of the density
gamma_f2f DMGS equation 3.3, f2 term
gamma_f2fa The second derivative of the density
gamma_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_gg Second derivative matrix of the expected log-likelihood
gamma_gmn One component of the second derivative of the expected log-likelihood
gamma_ldd Second derivative matrix of the normalized log-likelihood
gamma_ldda The second derivative of the normalized log-likelihood
gamma_lddd Third derivative tensor of the normalized log-likelihood
gamma_lddda The third derivative of the normalized log-likelihood
gamma_lmn One component of the second derivative of the normalized log-likelihood
gamma_lmnp One component of the second derivative of the normalized log-likelihood
gamma_logf Logf for RUST
gamma_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gamma_loglik log-likelihood function
gamma_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
gamma_means MLE and RHP predictive means
gamma_mu1f DMGS equation 3.3, mu1 term
gamma_mu2f DMGS equation 3.3, mu2 term
gamma_p1f DMGS equation 3.3, p1 term
gamma_p2f DMGS equation 3.3, p2 term
gamma_waic Waic
gev_checkmle Check MLE
gev_cp Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
gev_f1f DMGS equation 3.3, f1 term
gev_f1fa The first derivative of the density
gev_f2f DMGS equation 3.3, f2 term
gev_f2fa The second derivative of the density
gev_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_ggd_mev Derivative of expected information matrix, based on MEV routine gev.infomat
gev_ggid_mev Derivative of inverse expected information matrix, based on MEV routine gev.infomat
gev_k12_ppm_minusloglik Temporary dummy for one of the ppm models
gev_k3_cp Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
gev_k3_f1f DMGS equation 3.3, f1 term
gev_k3_f1fa The first derivative of the density
gev_k3_f2f DMGS equation 3.3, f2 term
gev_k3_f2fa The second derivative of the density
gev_k3_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_ldd Second derivative matrix of the normalized log-likelihood
gev_k3_ldda The second derivative of the normalized log-likelihood
gev_k3_lddd Third derivative tensor of the normalized log-likelihood
gev_k3_lddda The third derivative of the normalized log-likelihood
gev_k3_lmn One component of the second derivative of the normalized log-likelihood
gev_k3_lmnp One component of the third derivative of the normalized log-likelihood
gev_k3_logf Logf for RUST
gev_k3_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_loglik log-likelihood function
gev_k3_means MLE and RHP means
gev_k3_mu1f DMGS equation 3.3, mu1 term
gev_k3_mu1fa Minus the first derivative of the cdf, at alpha
gev_k3_mu2f DMGS equation 3.3, mu2 term
gev_k3_mu2fa Minus the second derivative of the cdf, at alpha
gev_k3_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_k3_waic Waic
gev_ld12a The combined derivative of the normalized log-likelihood
gev_lda The first derivative of the normalized log-likelihood
gev_ldd Second derivative matrix of the normalized log-likelihood
gev_ldda The second derivative of the normalized log-likelihood
gev_lddd Third derivative tensor of the normalized log-likelihood
gev_lddda The third derivative of the normalized log-likelihood
gev_lmn One component of the second derivative of the normalized log-likelihood
gev_lmnp One component of the second derivative of the normalized log-likelihood
gev_logf Logf for RUST
gev_logfd First derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_loglik log-likelihood function
gev_means Analytical Expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_mu1f DMGS equation 3.3, mu1 term
gev_mu1fa Minus the first derivative of the cdf, at alpha
gev_mu2f DMGS equation 3.3, mu2 term
gev_mu2fa Minus the second derivative of the cdf, at alpha
gev_p123_checkmle Check MLE
gev_p123_cp Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
gev_p123_f1f DMGS equation 2.1, f1 term, fixed shape parameter DMGS equation 2.1, f1 term
gev_p123_f1fa The first derivative of the density
gev_p123_f2f GEVD-with-p1: DMGS equation 1.2 f2 term
gev_p123_f2fa The second derivative of the density
gev_p123_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_ldd Second derivative matrix of the normalized log-likelihood
gev_p123_ldda The second derivative of the normalized log-likelihood
gev_p123_lddd Third derivative tensor of the normalized log-likelihood, with fixed shape parameter
gev_p123_lddda The third derivative of the normalized log-likelihood
gev_p123_lmn One component of the second derivative of the normalized log-likelihood
gev_p123_lmnp One component of the second derivative of the normalized log-likelihood
gev_p123_logf Logf for RUST
gev_p123_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_loglik observed log-likelihood function
gev_p123_means Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p123_mu1f GEVD-with-p1: DMGS equation 3.3 mu1 term
gev_p123_mu1fa Minus the first derivative of the cdf, at alpha
gev_p123_mu2f GEVD-with-p1: DMGS equation 3.3 mu2 term
gev_p123_mu2fa Minus the second derivative of the cdf, at alpha
gev_p123_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p123_predictordata Predicted Parameter and Generalized Residuals
gev_p123_setics Set initial conditions
gev_p123_waic Waic
gev_p12k3_f1f DMGS equation 2.1, f1 term, fixed shape parameter
gev_p12k3_f1fa The first derivative of the density
gev_p12k3_f2f GEVD-with-p1: DMGS equation 1.2 f2 term
gev_p12k3_f2fa The second derivative of the density
gev_p12k3_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_ldd Second derivative matrix of the normalized log-likelihood, with fixed shape parameter
gev_p12k3_ldda The second derivative of the normalized log-likelihood
gev_p12k3_lddd Third derivative tensor of the normalized log-likelihood, with fixed shape parameter
gev_p12k3_lddda The third derivative of the normalized log-likelihood
gev_p12k3_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_mu1f GEVD-with-p1: DMGS equation 3.3 mu1 term, fixed shape parameter
gev_p12k3_mu1fa Minus the first derivative of the cdf, at alpha
gev_p12k3_mu2f GEVD-with-p1: DMGS equation 3.3 mu2 term, fixed shape parameter
gev_p12k3_mu2fa Minus the second derivative of the cdf, at alpha
gev_p12k3_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12k3_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_checkmle Check MLE
gev_p12_cp Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
gev_p12_f1f DMGS equation 2.1, f1 term
gev_p12_f1fa The first derivative of the density
gev_p12_f2f GEVD-with-p1: DMGS equation 1.2 f2 term
gev_p12_f2fa The second derivative of the density
gev_p12_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_ggd Derivative of information matrix, based on ldd
gev_p12_ldd Second derivative matrix of the normalized log-likelihood
gev_p12_ldda The second derivative of the normalized log-likelihood
gev_p12_lddd Third derivative tensor of the normalized log-likelihood, with fixed shape parameter
gev_p12_lddda The third derivative of the normalized log-likelihood
gev_p12_lmn One component of the second derivative of the normalized log-likelihood
gev_p12_lmnp One component of the second derivative of the normalized log-likelihood
gev_p12_logf Logf for RUST
gev_p12_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_loglik observed log-likelihood function
gev_p12_means Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p12_mu1f GEVD-with-p1: DMGS equation 3.3 mu1 term
gev_p12_mu1fa Minus the first derivative of the cdf, at alpha
gev_p12_mu2f GEVD-with-p1: DMGS equation 3.3 mu2 term
gev_p12_mu2fa Minus the second derivative of the cdf, at alpha
gev_p12_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p12_predictordata Predicted Parameter and Generalized Residuals
gev_p12_setics Set initial conditions
gev_p12_waic Waic
gev_p1k3_cp GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
gev_p1k3_f1f DMGS equation 2.1, f1 term, fixed shape parameter
gev_p1k3_f1fa The first derivative of the density
gev_p1k3_f2f GEVD-with-p1: DMGS equation 1.2 f2 term
gev_p1k3_f2fa The second derivative of the density
gev_p1k3_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_ldd Second derivative matrix of the normalized log-likelihood, with fixed shape parameter
gev_p1k3_ldda The second derivative of the normalized log-likelihood
gev_p1k3_lddd Third derivative tensor of the normalized log-likelihood, with fixed shape parameter
gev_p1k3_lddda The third derivative of the normalized log-likelihood
gev_p1k3_lmn One component of the second derivative of the normalized log-likelihood
gev_p1k3_lmnp One component of the second derivative of the normalized log-likelihood
gev_p1k3_logf Logf for RUST
gev_p1k3_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_loglik GEV-with-known-shape-with-p1 observed log-likelihood function
gev_p1k3_means Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p1k3_mu1f GEVD-with-p1: DMGS equation 3.3 mu1 term, fixed shape parameter
gev_p1k3_mu1fa Minus the first derivative of the cdf, at alpha
gev_p1k3_mu2f GEVD-with-p1: DMGS equation 3.3 mu2 term, fixed shape parameter
gev_p1k3_mu2fa Minus the second derivative of the cdf, at alpha
gev_p1k3_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1k3_predictordata Predicted Parameter and Generalized Residuals
gev_p1k3_waic Waic
gev_p1_checkmle Check MLE
gev_p1_cp Generalized Extreme Value Distribution with a Predictor, Predictions Based on a Calibrating Prior
gev_p1_f1f DMGS equation 2.1, f1 term
gev_p1_f1fa The first derivative of the density
gev_p1_f2f GEVD-with-p1: DMGS equation 1.2 f2 term
gev_p1_f2fa The second derivative of the density
gev_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1_ggd Derivative of information matrix, based on ldd
gev_p1_ldd Second derivative matrix of the normalized log-likelihood
gev_p1_ldda The second derivative of the normalized log-likelihood
gev_p1_lddd Third derivative tensor of the normalized log-likelihood, with fixed shape parameter
gev_p1_lddda The third derivative of the normalized log-likelihood
gev_p1_lmn One component of the second derivative of the normalized log-likelihood
gev_p1_lmnp One component of the second derivative of the normalized log-likelihood
gev_p1_logf Logf for RUST
gev_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1_loglik observed log-likelihood function
gev_p1_means Analytical expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gev_p1_mu1f GEVD-with-p1: DMGS equation 3.3 mu1 term
gev_p1_mu1fa Minus the first derivative of the cdf, at alpha
gev_p1_mu2f GEVD-with-p1: DMGS equation 3.3 mu2 term
gev_p1_mu2fa Minus the second derivative of the cdf, at alpha
gev_p1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_p1_predictordata Predicted Parameter and Generalized Residuals
gev_p1_setics Set initial conditions
gev_p1_waic Waic
gev_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gev_pwm_params PWM parameter estimation
gev_setics Set initial conditions
gev_waic Waic
gnorm_k3_cp Generalized Normal Distribution Predictions Based on a Calibrating Prior
gnorm_k3_f1f DMGS equation 3.3, f1 term
gnorm_k3_f1fa The first derivative of the density
gnorm_k3_f2f DMGS equation 3.3, f2 term
gnorm_k3_f2fa The second derivative of the density
gnorm_k3_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_ldd Second derivative matrix of the normalized log-likelihood
gnorm_k3_ldda The second derivative of the normalized log-likelihood
gnorm_k3_lddd Third derivative tensor of the normalized log-likelihood
gnorm_k3_lddda The third derivative of the normalized log-likelihood
gnorm_k3_lmn One component of the second derivative of the normalized log-likelihood
gnorm_k3_logf Logf for RUST
gnorm_k3_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gnorm_k3_loglik log-likelihood function
gnorm_k3_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
gnorm_k3_mu1f DMGS equation 3.3, mu1 term
gnorm_k3_mu2f DMGS equation 3.3, mu2 term
gnorm_k3_p1f DMGS equation 3.3, p1 term
gnorm_k3_p2f DMGS equation 3.3, p2 term
gnorm_lmnp One component of the second derivative of the normalized log-likelihood
gnorm_waic Waic for RUST
gpd_k13_f1f DMGS equation 3.3, f1 term
gpd_k13_f1fa The first derivative of the density
gpd_k13_f2f DMGS equation 3.3, f2 term
gpd_k13_f2fa The second derivative of the density
gpd_k13_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_l11 One component of the second derivative of the normalized log-likelihood
gpd_k13_l111 One component of the third derivative of the normalized log-likelihood
gpd_k13_ldd Second derivative matrix of the normalized log-likelihood, with fixed shape
gpd_k13_ldda The second derivative of the normalized log-likelihood
gpd_k13_lddd Third derivative tensor of the normalized log-likelihood
gpd_k13_lddda The third derivative of the normalized log-likelihood
gpd_k13_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_mu1f DMGS equation 3.3, mu1 term
gpd_k13_mu1fa Minus the first derivative of the cdf, at alpha
gpd_k13_mu2f DMGS equation 3.3, mu2 term
gpd_k13_mu2fa Minus the second derivative of the cdf, at alpha
gpd_k13_p1f DMGS equation 3.3, p1 term
gpd_k13_p2f DMGS equation 3.3, p2 term
gpd_k13_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k13_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_checkmle Check MLE
gpd_k1_cp Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
gpd_k1_f1f DMGS equation 3.3, f1 term
gpd_k1_f1fa The first derivative of the density
gpd_k1_f2f DMGS equation 3.3, f2 term
gpd_k1_f2fa The second derivative of the density
gpd_k1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_ggd_mev Derivative of expected information matrix, based on MEV routine gpd.infomat
gpd_k1_ldd Second derivative matrix of the normalized log-likelihood
gpd_k1_ldda The second derivative of the normalized log-likelihood
gpd_k1_lddd Third derivative tensor of the normalized log-likelihood
gpd_k1_lddda The third derivative of the normalized log-likelihood
gpd_k1_lmn One component of the second derivative of the normalized log-likelihood
gpd_k1_lmnp One component of the second derivative of the normalized log-likelihood
gpd_k1_logf Logf for RUST
gpd_k1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_loglik log-likelihood function
gpd_k1_means Analytical Expressions for Predictive Means RHP mean based on the expectation of DMGS equation 2.1
gpd_k1_mu1f DMGS equation 3.3, mu1 term
gpd_k1_mu1fa Minus the first derivative of the cdf, at alpha
gpd_k1_mu2f DMGS equation 3.3, mu2 term
gpd_k1_mu2fa Minus the second derivative of the cdf, at alpha
gpd_k1_p1f DMGS equation 3.3, p1 term
gpd_k1_p2f DMGS equation 3.3, p2 term
gpd_k1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gpd_k1_setics Set initial conditions
gpd_k1_waic Waic
gumbel_cp Gumbel Distribution Predictions Based on a Calibrating Prior
gumbel_f1f DMGS equation 3.3, f1 term
gumbel_f1fa The first derivative of the density
gumbel_f2f DMGS equation 3.3, f2 term
gumbel_f2fa The second derivative of the density
gumbel_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_ldd Second derivative matrix of the normalized log-likelihood
gumbel_ldda The second derivative of the normalized log-likelihood
gumbel_lddd Third derivative tensor of the normalized log-likelihood
gumbel_lddda The third derivative of the normalized log-likelihood
gumbel_lmn One component of the second derivative of the normalized log-likelihood
gumbel_lmnp One component of the third derivative of the normalized log-likelihood
gumbel_logf Logf for RUST
gumbel_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_loglik log-likelihood function
gumbel_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
gumbel_means MLE and RHP predictive means
gumbel_mu1f DMGS equation 3.3, mu1 term
gumbel_mu1fa Minus the first derivative of the cdf, at alpha
gumbel_mu2f DMGS equation 3.3, mu2 term
gumbel_mu2fa Minus the second derivative of the cdf, at alpha
gumbel_p1f DMGS equation 3.3, p1 term
gumbel_p1fa The first derivative of the cdf
gumbel_p1_cp Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
gumbel_p1_f1f DMGS equation 2.1, f1 term
gumbel_p1_f1fa The first derivative of the density
gumbel_p1_f2f DMGS equation 2.1, f2 term
gumbel_p1_f2fa The second derivative of the density
gumbel_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_ldd Second derivative matrix of the normalized log-likelihood
gumbel_p1_ldda The second derivative of the normalized log-likelihood
gumbel_p1_lddd Third derivative tensor of the normalized log-likelihood
gumbel_p1_lddda The third derivative of the normalized log-likelihood
gumbel_p1_lmn One component of the second derivative of the normalized log-likelihood
gumbel_p1_lmnp One component of the second derivative of the normalized log-likelihood
gumbel_p1_logf Logf for RUST
gumbel_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_loglik observed log-likelihood function
gumbel_p1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
gumbel_p1_means Gumbel distribution: RHP mean
gumbel_p1_mu1f DMGS equation 3.3, mu1 term
gumbel_p1_mu1fa Minus the first derivative of the cdf, at alpha
gumbel_p1_mu2f DMGS equation 3.3, mu2 term
gumbel_p1_mu2fa Minus the second derivative of the cdf, at alpha
gumbel_p1_p1f DMGS equation 2.1, p1 term
gumbel_p1_p1fa The first derivative of the cdf
gumbel_p1_p2f DMGS equation 2.1, p2 term
gumbel_p1_p2fa The second derivative of the cdf
gumbel_p1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_p1_predictordata Predicted Parameter and Generalized Residuals
gumbel_p1_waic Waic
gumbel_p2f DMGS equation 3.3, p2 term
gumbel_p2fa The second derivative of the cdf
gumbel_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
gumbel_waic Waic

-- H --

halfnorm_cp Half-Normal Distribution Predictions Based on a Calibrating Prior
halfnorm_f1f DMGS equation 2.1, f1 term
halfnorm_f1fa The first derivative of the density
halfnorm_f2f DMGS equation 2.1, f2 term
halfnorm_f2fa The second derivative of the density
halfnorm_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_gg Expected information matrix
halfnorm_gg11 Second derivative of the expected log-likelihood
halfnorm_l111 Third derivative of the normalized log-likelihood
halfnorm_ldd The second derivative of the normalized log-likelihood
halfnorm_ldda The second derivative of the normalized log-likelihood
halfnorm_lddd Third derivative tensor of the log-likelihood
halfnorm_lddda The third derivative of the normalized log-likelihood
halfnorm_logf Logf for RUST
halfnorm_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
halfnorm_loglik Log-likelihood function
halfnorm_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
halfnorm_means MLE and RHP predictive means RHP mean based on the expectation of DMGS equation 2.1
halfnorm_mu1f DMGS equation 3.3, mu1 term
halfnorm_mu2f DMGS equation 3.3, mu2 term
halfnorm_p1f DMGS equation 2.1, p1 term
halfnorm_p2f DMGS equation 2.1, p2 term
halfnorm_waic Waic

-- I --

invgamma_cp Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
invgamma_f1f DMGS equation 3.3, f1 term
invgamma_f1fa The first derivative of the density
invgamma_f2f DMGS equation 3.3, f2 term
invgamma_f2fa The second derivative of the density
invgamma_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_ldd Second derivative matrix of the normalized log-likelihood
invgamma_ldda The second derivative of the normalized log-likelihood
invgamma_lddd Third derivative tensor of the normalized log-likelihood
invgamma_lddda The third derivative of the normalized log-likelihood
invgamma_lmn One component of the second derivative of the normalized log-likelihood
invgamma_lmnp One component of the second derivative of the normalized log-likelihood
invgamma_logf Logf for RUST
invgamma_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgamma_loglik log-likelihood function
invgamma_logscores Log scores for MLE and cp predictions calculated using leave-one-out
invgamma_mu1f DMGS equation 3.3, mu1 term
invgamma_mu2f DMGS equation 3.3, mu2 term
invgamma_p1f DMGS equation 3.3, p1 term
invgamma_p2f DMGS equation 3.3, p2 term
invgamma_waic Waic
invgauss_cp Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
invgauss_f1f DMGS equation 3.3, f1 term
invgauss_f1fa The first derivative of the density
invgauss_f2f DMGS equation 3.3, f2 term
invgauss_f2fa The second derivative of the density
invgauss_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_ldd Second derivative matrix of the normalized log-likelihood
invgauss_ldda The second derivative of the normalized log-likelihood
invgauss_lddd Third derivative tensor of the normalized log-likelihood
invgauss_lddda The third derivative of the normalized log-likelihood
invgauss_lmn One component of the second derivative of the normalized log-likelihood
invgauss_lmnp One component of the second derivative of the normalized log-likelihood
invgauss_logf Logf for RUST
invgauss_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
invgauss_loglik log-likelihood function
invgauss_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
invgauss_means MLE and RHP predictive means
invgauss_mu1f DMGS equation 3.3, mu1 term
invgauss_mu2f DMGS equation 3.3, mu2 term
invgauss_p1f DMGS equation 3.3, p1 term
invgauss_p2f DMGS equation 3.3, p2 term
invgauss_waic Waic

-- J --

jpf2p Jeffreys' Prior with two parameters
jpf3p Jeffreys' Prior with three parameters
jpf4p Jeffreys' Prior with four parameters

-- L --

lnorm_cp Log-normal Distribution Predictions Based on a Calibrating Prior
lnorm_dmgs_cp Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
lnorm_dmgs_gg11 One component of the second derivative of the expected log-likelihood
lnorm_dmgs_gg12 One component of the second derivative of the expected log-likelihood
lnorm_dmgs_gg22 One component of the second derivative of the expected log-likelihood
lnorm_dmgs_loglik log-likelihood function
lnorm_dmgs_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
lnorm_dmgs_means MLE and RHP predictive means
lnorm_dmgs_mu1f DMGS equation 3.3, mu1 term
lnorm_dmgs_mu2f DMGS equation 3.3, mu2 term
lnorm_dmgs_p1f DMGS equation 3.3, p1 term
lnorm_dmgs_p2f DMGS equation 3.3, p2 term
lnorm_dmgs_waic Waic
lnorm_f1f DMGS equation 3.3, f1 term
lnorm_f1fa The first derivative of the density
lnorm_f2f DMGS equation 3.3, f2 term
lnorm_f2fa The second derivative of the density
lnorm_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_ldd Second derivative matrix of the lnormalized log-likelihood
lnorm_ldda The second derivative of the normalized log-likelihood
lnorm_lddd Third derivative tensor of the lnormalized log-likelihood
lnorm_lddda The third derivative of the normalized log-likelihood
lnorm_lmn One component of the second derivative of the normalized log-likelihood
lnorm_lmnp One component of the second derivative of the normalized log-likelihood
lnorm_logf Logf for RUST
lnorm_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
lnorm_mu1fa Minus the first derivative of the cdf, at alpha
lnorm_mu2fa Minus the second derivative of the cdf, at alpha
lnorm_p1fa The first derivative of the cdf
lnorm_p1_cp Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
lnorm_p1_f1f DMGS equation 2.1, f1 term
lnorm_p1_f1fa The first derivative of the density
lnorm_p1_f2f DMGS equation 2.1, f2 term
lnorm_p1_f2fa The second derivative of the density
lnorm_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_ldd Second derivative matrix of the normalized log-likelihood
lnorm_p1_ldda The second derivative of the normalized log-likelihood
lnorm_p1_lddd Third derivative tensor of the normalized log-likelihood
lnorm_p1_lddda The third derivative of the normalized log-likelihood
lnorm_p1_lmn One component of the second derivative of the normalized log-likelihood
lnorm_p1_lmnp One component of the second derivative of the normalized log-likelihood
lnorm_p1_logf Logf for RUST
lnorm_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_loglik Log-normal-with-p1 observed log-likelihood function
lnorm_p1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
lnorm_p1_mu1fa Minus the first derivative of the cdf, at alpha
lnorm_p1_mu2fa Minus the second derivative of the cdf, at alpha
lnorm_p1_p1fa The first derivative of the cdf
lnorm_p1_p2fa The second derivative of the cdf
lnorm_p1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_p1_predictordata Predicted Parameter and Generalized Residuals
lnorm_p1_waic Waic
lnorm_p2fa The second derivative of the cdf
lnorm_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lnorm_waic Waic for RUST
logis_cp Logistic Distribution Predictions Based on a Calibrating Prior
logis_f1f DMGS equation 3.3, f1 term
logis_f1fa The first derivative of the density
logis_f2f DMGS equation 3.3, f2 term
logis_f2fa The second derivative of the density
logis_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_ldd Second derivative matrix of the normalized log-likelihood
logis_ldda The second derivative of the normalized log-likelihood
logis_lddd Third derivative tensor of the normalized log-likelihood
logis_lddda The third derivative of the normalized log-likelihood
logis_lmn One component of the second derivative of the normalized log-likelihood
logis_lmnp One component of the third derivative of the normalized log-likelihood
logis_logf Logf for RUST
logis_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_loglik log-likelihood function
logis_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
logis_mu1f DMGS equation 3.3, mu1 term
logis_mu1fa Minus the first derivative of the cdf, at alpha
logis_mu2f DMGS equation 3.3, mu2 term
logis_mu2fa Minus the second derivative of the cdf, at alpha
logis_p1f DMGS equation 3.3, p1 term
logis_p1fa The first derivative of the cdf
logis_p1_cp Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
logis_p1_f1f DMGS equation 2.1, f1 term
logis_p1_f1fa The first derivative of the density
logis_p1_f2f DMGS equation 2.1, f2 term
logis_p1_f2fa The second derivative of the density
logis_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_ldd Second derivative matrix of the normalized log-likelihood
logis_p1_ldda The second derivative of the normalized log-likelihood
logis_p1_lddd Third derivative tensor of the normalized log-likelihood
logis_p1_lddda The third derivative of the normalized log-likelihood
logis_p1_lmn One component of the second derivative of the normalized log-likelihood
logis_p1_lmnp One component of the second derivative of the normalized log-likelihood
logis_p1_logf Logf for RUST
logis_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_loglik Logistic-with-p1 observed log-likelihood function
logis_p1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
logis_p1_means Logistic distribution: RHP mean
logis_p1_mu1f DMGS equation 3.3, mu1 term
logis_p1_mu1fa Minus the first derivative of the cdf, at alpha
logis_p1_mu2f DMGS equation 3.3, mu2 term
logis_p1_mu2fa Minus the second derivative of the cdf, at alpha
logis_p1_p1f DMGS equation 2.1, p1 term
logis_p1_p1fa The first derivative of the cdf
logis_p1_p2f DMGS equation 2.1, p2 term
logis_p1_p2fa The second derivative of the cdf
logis_p1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_p1_predictordata Predicted Parameter and Generalized Residuals
logis_p1_waic Waic
logis_p2f DMGS equation 3.3, p2 term
logis_p2fa The second derivative of the cdf
logis_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
logis_waic Waic
lst_k3_cp t Distribution Predictions Based on a Calibrating Prior
lst_k3_f1f DMGS equation 3.3, f1 term
lst_k3_f1fa The first derivative of the density
lst_k3_f2f DMGS equation 3.3, f2 term
lst_k3_f2fa The second derivative of the density
lst_k3_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_ldd Second derivative matrix of the normalized log-likelihood
lst_k3_ldda The second derivative of the normalized log-likelihood
lst_k3_lddd Third derivative tensor of the normalized log-likelihood
lst_k3_lddda The third derivative of the normalized log-likelihood
lst_k3_lmn One component of the second derivative of the normalized log-likelihood
lst_k3_lmnp One component of the third derivative of the normalized log-likelihood
lst_k3_logf Logf for RUST
lst_k3_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_k3_loglik log-likelihood function
lst_k3_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
lst_k3_mu1f DMGS equation 3.3, mu1 term
lst_k3_mu2f DMGS equation 3.3, mu2 term
lst_k3_p1f DMGS equation 3.3, p1 term
lst_k3_p2f DMGS equation 3.3, p2 term
lst_k3_waic Waic
lst_p1k3_cp t Distribution with a Predictor, Predictions Based on a Calibrating Prior
lst_p1k3_f1f DMGS equation 2.1, f1 term
lst_p1k3_f1fa The first derivative of the density
lst_p1k3_f2f DMGS equation 2.1, f2 term
lst_p1k3_f2fa The second derivative of the density
lst_p1k3_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_ldd Second derivative matrix of the normalized log-likelihood
lst_p1k3_ldda The second derivative of the normalized log-likelihood
lst_p1k3_lddd Third derivative tensor of the normalized log-likelihood
lst_p1k3_lddda The third derivative of the normalized log-likelihood
lst_p1k3_lmn One component of the second derivative of the normalized log-likelihood
lst_p1k3_lmnp One component of the second derivative of the normalized log-likelihood
lst_p1k3_logf Logf for RUST
lst_p1k3_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
lst_p1k3_loglik LST-with-p1 observed log-likelihood function
lst_p1k3_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
lst_p1k3_mu1f DMGS equation 3.3, mu1 term
lst_p1k3_mu2f DMGS equation 3.3, mu2 term
lst_p1k3_p1f DMGS equation 2.1, p1 term
lst_p1k3_p2f DMGS equation 2.1, p2 term
lst_p1k3_predictordata Predicted Parameter and Generalized Residuals
lst_p1k3_setics Set initial conditions
lst_p1k3_waic Waic

-- M --

makemuhat0 Make muhat0
makeq Calculates quantiles from simulations by inverting the Hazen CDF
maket0 Determine t0
maketa0 Make ta0
make_cwaic Make WAIC
make_maic Calculate MAIC
make_se Make Standard Errors from lddi
make_waic Make WAIC
man A blank function I use for setting up the man page information
man1f Return message for f1f, p1f, mu1f
man2f Return message for f2f, p2f, mu2f
mandsub Return message for dsub
manf Blank function I use for setting up the man page information for the functions
manldd Return message for ldd
manlddd Return message for lddd
manlnn Return message for lnn
manlnnn Return message for lnnn
manlogf Return message for Logf
manloglik Return message for loglik
manlogscores Return message for logscores
manmeans Return message for means
manpredictor Return message for predictor.
manvector Return message for vector
manwaic Return message for WAIC
movexiawayfromzero Move xi away from zero a bit
ms_flat_1tail Illustration of Model Selection Among 10 One Tail Distributions from the 'fitdistcp' Package
ms_flat_2tail Illustration of Model Selection Among 18 Distributions from the 'fitdistcp' Package
ms_predictors_1tail Model Selection Among 5 Distributions with predictors from the 'fitdistcp' Package
ms_predictors_2tail Model Selection Among 6 Distributions with predictors from the 'fitdistcp' Package

-- N --

nopdfcdfmsg Message to explain why GEV and GPD 'd***' and 'p***' routines don't return DMGS pdfs and cdfs
norm_cp Normal Distribution Predictions Based on a Calibrating Prior
norm_dmgs_cp Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
norm_dmgs_loglik log-likelihood function
norm_dmgs_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
norm_dmgs_means MLE and RHP predictive means
norm_dmgs_mu1f DMGS equation 3.3, mu1 term
norm_dmgs_mu2f DMGS equation 3.3, mu2 term
norm_dmgs_p1f DMGS equation 3.3, p1 term
norm_dmgs_p2f DMGS equation 3.3, p2 term
norm_dmgs_waic Waic
norm_f1f DMGS equation 3.3, f1 term
norm_f1fa The first derivative of the density
norm_f2f DMGS equation 3.3, f2 term
norm_f2fa The second derivative of the density
norm_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_gg Second derivative matrix of the expected per-observation log-likelihood
norm_gmn One component of the second derivative of the expected log-likelihood
norm_ldd Second derivative matrix of the normalized log-likelihood
norm_ldda The second derivative of the normalized log-likelihood
norm_lddd Third derivative tensor of the normalized log-likelihood
norm_lddda The third derivative of the normalized log-likelihood
norm_lmn One component of the second derivative of the normalized log-likelihood
norm_lmnp One component of the second derivative of the normalized log-likelihood
norm_logf Logf for RUST
norm_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
norm_ml_params Maximum likelihood estimator
norm_mu1fa Minus the first derivative of the cdf, at alpha
norm_mu2fa Minus the second derivative of the cdf, at alpha
norm_p1fa The first derivative of the cdf
norm_p1_cp Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
norm_p1_f1f DMGS equation 2.1, f1 term
norm_p1_f1fa The first derivative of the density
norm_p1_f2f DMGS equation 2.1, f2 term
norm_p1_f2fa The second derivative of the density
norm_p1_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_ldd Second derivative matrix of the normalized log-likelihood
norm_p1_ldda The second derivative of the normalized log-likelihood
norm_p1_lddd Third derivative tensor of the normalized log-likelihood
norm_p1_lddda The third derivative of the normalized log-likelihood
norm_p1_lmn One component of the second derivative of the normalized log-likelihood
norm_p1_lmnp One component of the second derivative of the normalized log-likelihood
norm_p1_logf Logf for RUST
norm_p1_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_loglik Normal-with-p1 observed log-likelihood function
norm_p1_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
norm_p1_mlparams Maximum likelihood estimator
norm_p1_mu1fa Minus the first derivative of the cdf, at alpha
norm_p1_mu2fa Minus the second derivative of the cdf, at alpha
norm_p1_p1fa The first derivative of the cdf
norm_p1_p2fa The second derivative of the cdf
norm_p1_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_p1_predictordata Predicted Parameter and Generalized Residuals
norm_p1_waic Waic
norm_p2fa The second derivative of the cdf
norm_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
norm_unbiasedv_params Method of moments estimator
norm_waic Waic

-- P --

pareto_k2_cp Pareto Distribution Predictions Based on a Calibrating Prior
pareto_k2_f1f DMGS equation 2.1, f1 term
pareto_k2_f1fa The first derivative of the density
pareto_k2_f2f DMGS equation 2.1, f2 term
pareto_k2_f2fa The second derivative of the density
pareto_k2_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_l111 Third derivative of the normalized log-likelihood
pareto_k2_ldd The second derivative of the normalized log-likelihood
pareto_k2_ldda The second derivative of the normalized log-likelihood
pareto_k2_lddd Third derivative tensor of the log-likelihood
pareto_k2_lddda The third derivative of the normalized log-likelihood
pareto_k2_logf Logf for RUST
pareto_k2_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
pareto_k2_ml_params Maximum likelihood estimator
pareto_k2_mu1fa Minus the first derivative of the cdf, at alpha
pareto_k2_mu2fa Minus the second derivative of the cdf, at alpha
pareto_k2_p1fa The first derivative of the cdf
pareto_k2_p2fa The second derivative of the cdf
pareto_k2_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_k2_waic Waic
pareto_p1k2_cp Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
pareto_p1k2_f1f DMGS equation 2.1, f1 term
pareto_p1k2_f1fa The first derivative of the density
pareto_p1k2_f2f DMGS equation 2.1, f2 term
pareto_p1k2_f2fa The second derivative of the density
pareto_p1k2_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_ldd Second derivative matrix of the normalized log-likelihood
pareto_p1k2_ldda The second derivative of the normalized log-likelihood
pareto_p1k2_lddd Third derivative tensor of the normalized log-likelihood
pareto_p1k2_lddda The third derivative of the normalized log-likelihood
pareto_p1k2_lmn One component of the second derivative of the normalized log-likelihood
pareto_p1k2_lmnp One component of the second derivative of the normalized log-likelihood
pareto_p1k2_logf Logf for RUST
pareto_p1k2_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_loglik observed log-likelihood function
pareto_p1k2_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
pareto_p1k2_means pareto_k1 distribution: RHP mean
pareto_p1k2_mu1f DMGS equation 3.3, mu1 term
pareto_p1k2_mu1fa Minus the first derivative of the cdf, at alpha
pareto_p1k2_mu2f DMGS equation 3.3, mu2 term
pareto_p1k2_mu2fa Minus the second derivative of the cdf, at alpha
pareto_p1k2_p1f DMGS equation 2.1, p1 term
pareto_p1k2_p1fa The first derivative of the cdf
pareto_p1k2_p2f DMGS equation 2.1, p2 term
pareto_p1k2_p2fa The second derivative of the cdf
pareto_p1k2_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
pareto_p1k2_predictordata Predicted Parameter and Generalized Residuals
pareto_p1k2_waic Waic
pcauchy_cp Cauchy Distribution Predictions Based on a Calibrating Prior
pcauchy_p1 Cauchy-with-p1 distribution function
pcauchy_p1_cp Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
pexp_cp Exponential Distribution Predictions Based on a Calibrating Prior
pexp_p1 Exponential-with-p1 distribution function
pexp_p1_cp Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
pfrechet_k1_cp Frechet Distribution Predictions Based on a Calibrating Prior
pfrechet_p2k1 Frechet_k1-with-p2 distribution function
pfrechet_p2k1_cp Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
pgamma_cp Gamma Distribution Predictions Based on a Calibrating Prior
pgev_cp Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
pgev_k3_cp Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
pgev_p1 GEVD-with-p1: Distribution function
pgev_p12 GEVD-with-p1: Distribution function
pgev_p123 GEVD-with-p1: Distribution function
pgev_p123_cp Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
pgev_p12_cp Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
pgev_p1k3 GEV-with-known-shape-with-p1 distribution function
pgev_p1k3_cp GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
pgev_p1_cp Generalized Extreme Value Distribution with a Predictor, Predictions Based on a Calibrating Prior
pgnorm_k3_cp Generalized Normal Distribution Predictions Based on a Calibrating Prior
pgpd_k1_cp Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
pgumbel_cp Gumbel Distribution Predictions Based on a Calibrating Prior
pgumbel_p1 Gumbel-with-p1 distribution function
pgumbel_p1_cp Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
phalfnorm_cp Half-Normal Distribution Predictions Based on a Calibrating Prior
pinvgamma_cp Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
pinvgauss_cp Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
plnorm_cp Log-normal Distribution Predictions Based on a Calibrating Prior
plnorm_dmgs_cp Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
plnorm_p1 Normal-with-p1 distribution function
plnorm_p1_cp Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
plogis_cp Logistic Distribution Predictions Based on a Calibrating Prior
plogis_p1 Logistic-with-p1 distribution function
plogis_p1_cp Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
plst_k3_cp t Distribution Predictions Based on a Calibrating Prior
plst_p1k3 LST-with-p1 distribution function
plst_p1k3_cp t Distribution with a Predictor, Predictions Based on a Calibrating Prior
pnorm_cp Normal Distribution Predictions Based on a Calibrating Prior
pnorm_dmgs_cp Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
pnorm_p1 Normal-with-p1 distribution function
pnorm_p1_cp Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
pnorm_p1_formula Linear regression formula, densities
ppareto_k2_cp Pareto Distribution Predictions Based on a Calibrating Prior
ppareto_p1k2 pareto_k1-with-p2 distribution function
ppareto_p1k2_cp Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
punif_cp Uniform Distribution Predictions Based on a Calibrating Prior
punif_formula Predictive CDFs
pweibull_cp Weibull Distribution Predictions Based on a Calibrating Prior
pweibull_p2 Weibull-with-p1 distribution function
pweibull_p2_cp weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- Q --

qcauchy_cp Cauchy Distribution Predictions Based on a Calibrating Prior
qcauchy_p1 Cauchy-with-p1 quantile function
qcauchy_p1_cp Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
qexp_cp Exponential Distribution Predictions Based on a Calibrating Prior
qexp_p1 -with-p1 quantile function
qexp_p1_cp Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
qfrechet_k1_cp Frechet Distribution Predictions Based on a Calibrating Prior
qfrechet_p2k1 Frechet_k1-with-p2 quantile function
qfrechet_p2k1_cp Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
qgamma_cp Gamma Distribution Predictions Based on a Calibrating Prior
qgamma_k1_ppm Temporary dummy for one of the cp models
qgamma_ppm Temporary dummy for one of the ppm models
qgev_cp Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
qgev_k12_ppm Temporary dummy for one of the ppm models
qgev_k3_cp Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
qgev_mpd_ppm Temporary dummy for one of the ppm models
qgev_p1 GEVD-with-p1: Quantile function
qgev_p12 GEVD-with-p1: Quantile function
qgev_p123 GEVD-with-p1: Quantile function
qgev_p123_cp Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
qgev_p12_cp Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
qgev_p1k3 GEV-with-known-shape-with-p1 quantile function
qgev_p1k3_cp GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
qgev_p1_cp Generalized Extreme Value Distribution with a Predictor, Predictions Based on a Calibrating Prior
qgev_p1_ppm Temporary dummy for one of the ppm models
qgev_ppm Temporary dummy for one of the ppm models
qgnorm_k3_cp Generalized Normal Distribution Predictions Based on a Calibrating Prior
qgpd_k1_cp Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
qgpd_k1_ppm Temporary dummy for one of the ppm models
qgumbel_cp Gumbel Distribution Predictions Based on a Calibrating Prior
qgumbel_p1 Gumbel-with-p1 quantile function
qgumbel_p1_cp Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
qhalfnorm_cp Half-Normal Distribution Predictions Based on a Calibrating Prior
qinvgamma_cp Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
qinvgauss_cp Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
qlnorm_cp Log-normal Distribution Predictions Based on a Calibrating Prior
qlnorm_dmgs_cp Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
qlnorm_p1 Normal-with-p1 quantile function
qlnorm_p1_cp Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
qlogis_cp Logistic Distribution Predictions Based on a Calibrating Prior
qlogis_p1 Logistic-with-p1 quantile function
qlogis_p1_cp Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
qlst_k3_cp t Distribution Predictions Based on a Calibrating Prior
qlst_p1k3 LST-with-p1 quantile function
qlst_p1k3_cp t Distribution with a Predictor, Predictions Based on a Calibrating Prior
qnorm_cp Normal Distribution Predictions Based on a Calibrating Prior
qnorm_dmgs_cp Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
qnorm_p1 Normal-with-p1 quantile function
qnorm_p1_cp Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
qnorm_p1_formula Linear regression formula, quantiles
qntt_ppm Temporary dummy for one of the ppm models
qpareto_k2_cp Pareto Distribution Predictions Based on a Calibrating Prior
qpareto_p1k2 pareto_k1-with-p2 quantile function
qpareto_p1k2_cp Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
qunif_cp Uniform Distribution Predictions Based on a Calibrating Prior
qunif_formula Predictive Quantiles
qweibull_cp Weibull Distribution Predictions Based on a Calibrating Prior
qweibull_p2 Weibull-with-p1 quantile function
qweibull_p2_cp weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- R --

rcauchy_cp Cauchy Distribution Predictions Based on a Calibrating Prior
rcauchy_p1_cp Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
reltest Evaluation of Reliability for Models in the 'fitdistcp' Package
reltest2 Evaluation of Reliability for Certain Additional Models in the 'fitdistcp' Package
reltest2_cases Cases
reltest2_makeep Cases
reltest2_plot Plotting routine for reltest2
reltest2_predict Make prediction from one model
reltest2_simulate Random training data from one model
reltest_makeep Calculate EP from one model
reltest_makemaxep Calculate MaxEP from one model
reltest_predict Make prediction from one model
reltest_simulate Random training data from one model
rexp_cp Exponential Distribution Predictions Based on a Calibrating Prior
rexp_p1_cp Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
rfrechet_k1_cp Frechet Distribution Predictions Based on a Calibrating Prior
rfrechet_p2k1_cp Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
rgamma_cp Gamma Distribution Predictions Based on a Calibrating Prior
rgev_cp Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
rgev_k3_cp Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
rgev_minmax rgev but with maxlik xi guaranteed within bounds
rgev_p123_cp Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
rgev_p123_minmax rgev for gev_p123 but with maxlik xi within bounds
rgev_p12_cp Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
rgev_p12_minmax rgev for gev_p12 but with maxlik xi within bounds
rgev_p1k3_cp GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
rgev_p1_cp Generalized Extreme Value Distribution with a Predictor, Predictions Based on a Calibrating Prior
rgev_p1_minmax rgev for gev_p1 but with maxlik xi within bounds
rgnorm_k3_cp Generalized Normal Distribution Predictions Based on a Calibrating Prior
rgpd_k1_cp Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
rgpd_k1_minmax rgpd for gpd_k1 but with maxlik xi within bounds
rgumbel_cp Gumbel Distribution Predictions Based on a Calibrating Prior
rgumbel_p1_cp Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
rhalfnorm_cp Half-Normal Distribution Predictions Based on a Calibrating Prior
rhp_dmgs_cpmethod Generates a comment about the method
rinvgamma_cp Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
rinvgauss_cp Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
rlnorm_cp Log-normal Distribution Predictions Based on a Calibrating Prior
rlnorm_dmgs_cp Log-normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
rlnorm_p1_cp Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
rlogis_cp Logistic Distribution Predictions Based on a Calibrating Prior
rlogis_p1_cp Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
rlst_k3_cp t Distribution Predictions Based on a Calibrating Prior
rlst_p1k3_cp t Distribution with a Predictor, Predictions Based on a Calibrating Prior
rnorm_cp Normal Distribution Predictions Based on a Calibrating Prior
rnorm_dmgs_cp Normal Distribution Predictions Based on a Calibrating Prior, using DMGS (for testing only)
rnorm_p1_cp Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
rpareto_k2_cp Pareto Distribution Predictions Based on a Calibrating Prior
rpareto_p1k2_cp Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
runif_cp Uniform Distribution Predictions Based on a Calibrating Prior
rust_pumethod Generates a comment about the method
rweibull_cp Weibull Distribution Predictions Based on a Calibrating Prior
rweibull_p2_cp weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- T --

tcauchy_cp Cauchy Distribution Predictions Based on a Calibrating Prior
tcauchy_p1_cp Cauchy Distribution with a Predictor, Predictions Based on a Calibrating Prior
testppm_plot Plotting routine for testppm
texp_cp Exponential Distribution Predictions Based on a Calibrating Prior
texp_p1_cp Exponential Distribution with a Predictor, Predictions Based on a Calibrating Prior
tfrechet_k1_cp Frechet Distribution Predictions Based on a Calibrating Prior
tfrechet_p2k1_cp Frechet Distribution with Predictor, Predictions Based on a Calibrating Prior
tgamma_cp Gamma Distribution Predictions Based on a Calibrating Prior
tgev_cp Generalized Extreme Value Distribution, Predictions Based on a Calibrating Prior
tgev_k3_cp Generalized Extreme Value Distribution with Known Shape, Predictions Based on a Calibrating Prior
tgev_p123_cp Generalized Extreme Value Distribution with Three Predictors, Predictions based on a Calibrating Prior
tgev_p12_cp Generalized Extreme Value Distribution with Two Predictors, Predictions based on a Calibrating Prior
tgev_p1k3_cp GEV Distribution with Known Shape with a Predictor, Predictions Based on a Calibrating Prior
tgev_p1_cp Generalized Extreme Value Distribution with a Predictor, Predictions Based on a Calibrating Prior
tgnorm_k3_cp Generalized Normal Distribution Predictions Based on a Calibrating Prior
tgpd_k1_cp Generalized Pareto Distribution with Known Location Parameter, Predictions Based on a Calibrating Prior
tgumbel_cp Gumbel Distribution Predictions Based on a Calibrating Prior
tgumbel_p1_cp Gumbel Distribution with a Predictor, Predictions Based on a Calibrating Prior
thalfnorm_cp Half-Normal Distribution Predictions Based on a Calibrating Prior
tinvgamma_cp Inverse Gamma Distribution, Predictions Based on a Calibrating Prior
tinvgauss_cp Inverse Gauss Distribution, Predictions Based on a Calibrating Prior
tlnorm_cp Log-normal Distribution Predictions Based on a Calibrating Prior
tlnorm_p1_cp Log-normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
tlogis_cp Logistic Distribution Predictions Based on a Calibrating Prior
tlogis_p1_cp Logistic Distribution with a Predictor, Predictions Based on a Calibrating Prior
tlst_k3_cp t Distribution Predictions Based on a Calibrating Prior
tlst_p1k3_cp t Distribution with a Predictor, Predictions Based on a Calibrating Prior
tnorm_cp Normal Distribution Predictions Based on a Calibrating Prior
tnorm_p1_cp Normal Distribution with a Predictor, Predictions Based on a Calibrating Prior
tpareto_k2_cp Pareto Distribution Predictions Based on a Calibrating Prior
tpareto_p1k2_cp Pareto Distribution with a Predictor, Predictions Based on a Calibrating Prior
tweibull_cp Weibull Distribution Predictions Based on a Calibrating Prior
tweibull_p2_cp weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior

-- U --

unif_cp Uniform Distribution Predictions Based on a Calibrating Prior

-- W --

weibull_cp Weibull Distribution Predictions Based on a Calibrating Prior
weibull_f1f DMGS equation 3.3, f1 term
weibull_f1fa The first derivative of the density
weibull_f2f DMGS equation 3.3, f2 term
weibull_f2fa The second derivative of the density
weibull_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_ldd Second derivative matrix of the normalized log-likelihood
weibull_ldda The second derivative of the normalized log-likelihood
weibull_lddd Third derivative tensor of the normalized log-likelihood
weibull_lddda The third derivative of the normalized log-likelihood
weibull_lmn One component of the second derivative of the normalized log-likelihood
weibull_lmnp One component of the third derivative of the normalized log-likelihood
weibull_logf Logf for RUST
weibull_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_loglik log-likelihood function
weibull_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
weibull_means MLE and RHP predictive means
weibull_mu1f DMGS equation 3.3, mu1 term
weibull_mu1fa Minus the first derivative of the cdf, at alpha
weibull_mu2f DMGS equation 3.3, mu2 term
weibull_mu2fa Minus the second derivative of the cdf, at alpha
weibull_p1f DMGS equation 3.3, p1 term
weibull_p1fa The first derivative of the cdf
weibull_p2f DMGS equation 3.3, p2 term
weibull_p2fa The second derivative of the cdf
weibull_p2_cp weibull Distribution with a Predictor on the Scale Parameter, Predictions Based on a Calibrating Prior
weibull_p2_f1f DMGS equation 2.1, f1 term
weibull_p2_f1fa The first derivative of the density
weibull_p2_f2f DMGS equation 2.1, f2 term
weibull_p2_f2fa The second derivative of the density
weibull_p2_fd First derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_fdd Second derivative of the density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_ldd Second derivative matrix of the normalized log-likelihood
weibull_p2_ldda The second derivative of the normalized log-likelihood
weibull_p2_lddd Third derivative tensor of the normalized log-likelihood
weibull_p2_lddda The third derivative of the normalized log-likelihood
weibull_p2_lmn One component of the second derivative of the normalized log-likelihood
weibull_p2_lmnp One component of the second derivative of the normalized log-likelihood
weibull_p2_logf Logf for RUST
weibull_p2_logfdd Second derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_logfddd Third derivative of the log density Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_loglik observed log-likelihood function
weibull_p2_logscores Log scores for MLE and RHP predictions calculated using leave-one-out
weibull_p2_means weibull distribution: RHP mean
weibull_p2_mu1f DMGS equation 3.3, mu1 term
weibull_p2_mu1fa Minus the first derivative of the cdf, at alpha
weibull_p2_mu2f DMGS equation 3.3, mu2 term
weibull_p2_mu2fa Minus the second derivative of the cdf, at alpha
weibull_p2_p1f DMGS equation 2.1, p1 term
weibull_p2_p1fa The first derivative of the cdf
weibull_p2_p2f DMGS equation 2.1, p2 term
weibull_p2_p2fa The second derivative of the cdf
weibull_p2_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_p2_predictordata Predicted Parameter and Generalized Residuals
weibull_p2_waic Waic
weibull_pd First derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_pdd Second derivative of the cdf Created by Stephen Jewson using Deriv() by Andrew Clausen and Serguei Sokol
weibull_waic Waic for RUST