Data Analysis Using Regression and Multilevel/Hierarchical Models

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Documentation for package ‘arm’ version 1.14-4

• DESCRIPTION file.

Help Pages

balance	Functions to compute the balance statistics
balance-class	Functions to compute the balance statistics
bayesglm	Bayesian generalized linear models.
bayesglm-class	Bayesian generalized linear models.
bayesglm.fit	Bayesian generalized linear models.
bayespolr	Bayesian Ordered Logistic or Probit Regression
bayespolr-class	Bayesian Ordered Logistic or Probit Regression
binned.resids	Binned Residual Plot
binnedplot	Binned Residual Plot
coef.sim	Functions to Get Posterior Distributions
coef.sim.merMod	Functions to Get Posterior Distributions
coef.sim.polr	Functions to Get Posterior Distributions
coefplot	Generic Function for Making Coefficient Plot
coefplot-method	Generic Function for Making Coefficient Plot
coefplot.default	Generic Function for Making Coefficient Plot
contr.bayes.ordered	Contrast Matrices
contr.bayes.unordered	Contrast Matrices
corrplot	Correlation Plot
discrete.hist	Histogram for Discrete Distributions
discrete.histogram	Histogram for Discrete Distributions
display	Functions for Processing lm, glm, mer, polr and svyglm Output
display-method	Functions for Processing lm, glm, mer, polr and svyglm Output
extractAIC.merMod	Extract AIC and DIC from a 'mer' model
extractDIC	Extract AIC and DIC from a 'mer' model
extractDIC.merMod	Extract AIC and DIC from a 'mer' model
fitted.sim.merMod	Functions to Get Posterior Distributions
fixef.sim.merMod	Functions to Get Posterior Distributions
fround	Formating the Rounding of Numbers
G	Function to Recall Last Source File
go	Function to Recall Last Source File
GO-class	Function to Recall Last Source File
invlogit	Logistic and Inverse logistic functions
lalonde	Lalonde Dataset
logit	Logistic and Inverse logistic functions
matching	Single Nearest Neighborhood Matching
mcplot	Multiple Comparison Plot
mcsamp	Generic Function to Run 'mcmcsamp()' in lme4
mcsamp-method	Generic Function to Run 'mcmcsamp()' in lme4
mcsamp.default	Generic Function to Run 'mcmcsamp()' in lme4
model.matrixBayes	Construct Design Matrices
multicomp.plot	Multiple Comparison Plot
pfround	Formating the Rounding of Numbers
plot.balance	Functions to compute the balance statistics
predict.bayesglm	Bayesian generalized linear models.
print-method	Bayesian generalized linear models.
print-method	Bayesian Ordered Logistic or Probit Regression
print.balance	Functions to compute the balance statistics
ranef.sim.merMod	Functions to Get Posterior Distributions
read.columns	Function to read data by columns
rescale	Function for Standardizing by Centering and Dividing by 2 sd's
residual.plot	residual plot for the observed values
se.coef	Extract Standard Errors of Model Coefficients
se.coef-method	Extract Standard Errors of Model Coefficients
se.fixef	Extract Standard Errors of Model Coefficients
se.ranef	Extract Standard Errors of Model Coefficients
show-method	Bayesian generalized linear models.
show-method	Bayesian Ordered Logistic or Probit Regression
sigma.hat	Extract Residual Errors
sigma.hat.glm	Extract Residual Errors
sigma.hat.lm	Extract Residual Errors
sigma.hat.merMod	Extract Residual Errors
sigma.hat.sim	Extract Residual Errors
sigma.hat.sim.merMod	Extract Residual Errors
sim	Functions to Get Posterior Distributions
sim-class	Functions to Get Posterior Distributions
sim-method	Functions to Get Posterior Distributions
sim.merMod-class	Functions to Get Posterior Distributions
standardize	Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
standardize-method	Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
traceplot	Trace plot of 'bugs' object
traceplot-method	Trace plot of 'bugs' object
traceplot.default	Trace plot of 'bugs' object
triangleplot	Triangle Plot