A Package for Learning Statistics

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Documentation for package ‘lestat’ version 1.9

• DESCRIPTION file.

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A B C D E F G I L M N P S T U V

lestat-package

LEarning STATistics using Bayesian object oriented computation

-- A --

anovatable

Computes ANOVA table given data and design

-- B --

betabinomial	Create an Object Representing a Beta-Binomial Distribution
betadistribution	A Beta Distribution
binomialbeta	Create an Object Representing a bivariate Binomial Beta Distribution
binomialdistribution	Create an Object Representing a Binomial Distribution

-- C --

cdf	Compute Cumulative Distribution Function
cdf.betabinomial	Compute Cumulative Distribution Function
cdf.betadistribution	Compute Cumulative Distribution Function
cdf.binomialdistribution	Compute Cumulative Distribution Function
cdf.default	Compute Cumulative Distribution Function
cdf.discretedistribution	Compute Cumulative Distribution Function
cdf.expgamma	Compute Cumulative Distribution Function
cdf.fdistribution	Compute Cumulative Distribution Function
cdf.gammadistribution	Compute Cumulative Distribution Function
cdf.normal	Compute Cumulative Distribution Function
cdf.poissondistribution	Compute Cumulative Distribution Function
cdf.tdistribution	Compute Cumulative Distribution Function
cdf.uniformdistribution	Compute Cumulative Distribution Function
compose	Building a new probability distribution from an old.
compose.betadistribution	Building a new probability distribution from an old.
compose.default	Building a new probability distribution from an old.
compose.discretedistribution	Building a new probability distribution from an old.
compose.normal	Building a new probability distribution from an old.
compose.uniformdistribution	Building a new probability distribution from an old.
conditional	The Conditional Distribution
conditional.binomialbeta	The Conditional Distribution
conditional.default	The Conditional Distribution
conditional.mdiscretedistribution	The Conditional Distribution
conditional.mnormal	The Conditional Distribution
conditional.mnormalexpgamma	The Conditional Distribution
conditional.mnormalgamma	The Conditional Distribution
conditional.mtdistribution	The Conditional Distribution
conditional.muniformdistribution	The Conditional Distribution
conditional.normalexpgamma	The Conditional Distribution
conditional.normalgamma	The Conditional Distribution
contrast	Computing the distribution of a Contrast
contrast.default	Computing the distribution of a Contrast
contrast.mnormalexpgamma	Computing the distribution of a Contrast
contrast.mnormalgamma	Computing the distribution of a Contrast
credibilityinterval	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.betadistribution	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.default	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.expgamma	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.fdistribution	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.gammadistribution	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.normal	Compute Credibility Interval for a Univariate Distribution
credibilityinterval.tdistribution	Compute Credibility Interval for a Univariate Distribution

-- D --

designBalanced	Create a Design Matrix for a Balanced Design
designFactorial	Create a Design Matrix for a Factorial Design
designManyGroups	Create a Design Matrix for Several Groups of Normal Observations
designOneGroup	Create a Design Matrix for One Group of Observations
designTwoGroups	Create a Design Matrix for Two Groups of Observations
difference	Create Object Representing Difference Between Two Distributions
difference.default	Create Object Representing Difference Between Two Distributions
difference.normal	Create Object Representing Difference Between Two Distributions
difference.tdistribution	Create Object Representing Difference Between Two Distributions
discretedistribution	Create Object Representing a Discrete Distribution

-- E --

expectation	Compute Expectation
expectation.betabinomial	Compute Expectation
expectation.betadistribution	Compute Expectation
expectation.binomialdistribution	Compute Expectation
expectation.default	Compute Expectation
expectation.discretedistribution	Compute Expectation
expectation.expgamma	Compute Expectation
expectation.fdistribution	Compute Expectation
expectation.gammadistribution	Compute Expectation
expectation.mdiscretedistribution	Compute Expectation
expectation.mnormal	Compute Expectation
expectation.mnormalexpgamma	Compute Expectation
expectation.mnormalgamma	Compute Expectation
expectation.mtdistribution	Compute Expectation
expectation.muniformdistribution	Compute Expectation
expectation.normal	Compute Expectation
expectation.normalexpgamma	Compute Expectation
expectation.normalgamma	Compute Expectation
expectation.poissondistribution	Compute Expectation
expectation.tdistribution	Compute Expectation
expectation.uniformdistribution	Compute Expectation
expgamma	Create an ExpGamma distribution

-- F --

fdistribution	Create an F distribution
fittedvalues	Compute Fitted Values for a Linear Model

-- G --

gammadistribution

Create a Gamma Distribution

-- I --

invcdf	Compute the Inverse Cumulative Distribution Function
invcdf.betadistribution	Compute the Inverse Cumulative Distribution Function
invcdf.binomialdistribution	Compute the Inverse Cumulative Distribution Function
invcdf.default	Compute the Inverse Cumulative Distribution Function
invcdf.discretedistribution	Compute the Inverse Cumulative Distribution Function
invcdf.expgamma	Compute the Inverse Cumulative Distribution Function
invcdf.fdistribution	Compute the Inverse Cumulative Distribution Function
invcdf.gammadistribution	Compute the Inverse Cumulative Distribution Function
invcdf.normal	Compute the Inverse Cumulative Distribution Function
invcdf.poissondistribution	Compute the Inverse Cumulative Distribution Function
invcdf.tdistribution	Compute the Inverse Cumulative Distribution Function
invcdf.uniformdistribution	Compute the Inverse Cumulative Distribution Function

-- L --

leastsquares	Find the Least Squares Solution in a Linear Model
lestat	LEarning STATistics using Bayesian object oriented computation
linearmodel	Compute the Posterior Distribution for a Linear Model
linearpredict	Create a Linear Extension of a Distribution
linearpredict.default	Create a Linear Extension of a Distribution
linearpredict.mnormal	Create a Linear Extension of a Distribution
linearpredict.mnormalexpgamma	Create a Linear Extension of a Distribution
linearpredict.mnormalgamma	Create a Linear Extension of a Distribution
linearpredict.normal	Create a Linear Extension of a Distribution
linearpredict.normalexpgamma	Create a Linear Extension of a Distribution
linearpredict.normalgamma	Create a Linear Extension of a Distribution

-- M --

marginal	A Marginal of a Multivariate Distribution
marginal.binomialbeta	A Marginal of a Multivariate Distribution
marginal.default	A Marginal of a Multivariate Distribution
marginal.mdiscretedistribution	A Marginal of a Multivariate Distribution
marginal.mnormal	A Marginal of a Multivariate Distribution
marginal.mnormalexpgamma	A Marginal of a Multivariate Distribution
marginal.mnormalgamma	A Marginal of a Multivariate Distribution
marginal.mtdistribution	A Marginal of a Multivariate Distribution
marginal.muniformdistribution	A Marginal of a Multivariate Distribution
marginal.normalexpgamma	A Marginal of a Multivariate Distribution
marginal.normalgamma	A Marginal of a Multivariate Distribution
mdiscretedistribution	Create Object Representing a Multivariate Discrete Distribution
mnormal	A Multivariate Normal Distribution
mnormalexpgamma	A Multivariate Normal-ExpGamma Distribution
mnormalgamma	A Multivariate Normal-Gamma Distribution
mtdistribution	A Multivariate t-Distribution
muniformdistribution	A Multivariate Uniform Distribution

-- N --

normal	A Normal Distribution
normalexpgamma	A Normal-ExpGamma Distribution
normalgamma	A Normal-Gamma Distribution

-- P --

p.value	Compute the p-value for a Distribution
p.value.default	Compute the p-value for a Distribution
p.value.expgamma	Compute the p-value for a Distribution
p.value.fdistribution	Compute the p-value for a Distribution
p.value.gammadistribution	Compute the p-value for a Distribution
p.value.mnormal	Compute the p-value for a Distribution
p.value.mtdistribution	Compute the p-value for a Distribution
p.value.normal	Compute the p-value for a Distribution
p.value.tdistribution	Compute the p-value for a Distribution
plot.betabinomial	Plotting a Probability Distribution
plot.betadistribution	Plotting a Probability Distribution
plot.binomialbeta	Plotting a Probability Distribution
plot.binomialdistribution	Plotting a Probability Distribution
plot.discretedistribution	Plotting a Probability Distribution
plot.expgamma	Plotting a Probability Distribution
plot.fdistribution	Plotting a Probability Distribution
plot.gammadistribution	Plotting a Probability Distribution
plot.mdiscretedistribution	Plotting a Probability Distribution
plot.mnormal	Plotting a Probability Distribution
plot.mnormalexpgamma	Plotting a Probability Distribution
plot.mnormalgamma	Plotting a Probability Distribution
plot.mtdistribution	Plotting a Probability Distribution
plot.muniformdistribution	Plotting a Probability Distribution
plot.normal	Plotting a Probability Distribution
plot.normalexpgamma	Plotting a Probability Distribution
plot.normalgamma	Plotting a Probability Distribution
plot.poissondistribution	Plotting a Probability Distribution
plot.tdistribution	Plotting a Probability Distribution
plot.uniformdistribution	Plotting a Probability Distribution
poissondistribution	A Poissondistribution
posteriornormal1	Compute the Posterior Distribution for Parameters of One Normal Distribution
posteriornormal2	Compute a Posterior Distribution for Parameters of Two Normal Distributions
precision	The Precision of a Distribution
precision.betabinomial	The Precision of a Distribution
precision.betadistribution	The Precision of a Distribution
precision.binomialdistribution	The Precision of a Distribution
precision.default	The Precision of a Distribution
precision.discretedistribution	The Precision of a Distribution
precision.expgamma	The Precision of a Distribution
precision.fdistribution	The Precision of a Distribution
precision.gammadistribution	The Precision of a Distribution
precision.mdiscretedistribution	The Precision of a Distribution
precision.mnormal	The Precision of a Distribution
precision.mnormalexpgamma	The Precision of a Distribution
precision.mnormalgamma	The Precision of a Distribution
precision.mtdistribution	The Precision of a Distribution
precision.muniformdistribution	The Precision of a Distribution
precision.normal	The Precision of a Distribution
precision.normalexpgamma	The Precision of a Distribution
precision.normalgamma	The Precision of a Distribution
precision.poissondistribution	The Precision of a Distribution
precision.tdistribution	The Precision of a Distribution
precision.uniformdistribution	The Precision of a Distribution
print.betabinomial	Printing Probability Distributions
print.betadistribution	Printing Probability Distributions
print.binomialbeta	Printing Probability Distributions
print.binomialdistribution	Printing Probability Distributions
print.discretedistribution	Printing Probability Distributions
print.expgamma	Printing Probability Distributions
print.fdistribution	Printing Probability Distributions
print.gammadistribution	Printing Probability Distributions
print.mdiscretedistribution	Printing Probability Distributions
print.mnormal	Printing Probability Distributions
print.mnormalexpgamma	Printing Probability Distributions
print.mnormalgamma	Printing Probability Distributions
print.mtdistribution	Printing Probability Distributions
print.muniformdistribution	Printing Probability Distributions
print.normal	Printing Probability Distributions
print.normalexpgamma	Printing Probability Distributions
print.normalgamma	Printing Probability Distributions
print.poissondistribution	Printing Probability Distributions
print.tdistribution	Printing Probability Distributions
print.uniformdistribution	Printing Probability Distributions
probability	The Probability at a Value for a Discrete Distribution
probability.betabinomial	The Probability at a Value for a Discrete Distribution
probability.binomialdistribution	The Probability at a Value for a Discrete Distribution
probability.default	The Probability at a Value for a Discrete Distribution
probability.discretedistribution	The Probability at a Value for a Discrete Distribution
probability.mdiscretedistribution	The Probability at a Value for a Discrete Distribution
probability.poissondistribution	The Probability at a Value for a Discrete Distribution
probabilitydensity	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.betadistribution	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.default	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.expgamma	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.fdistribution	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.gammadistribution	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.mnormal	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.mnormalexpgamma	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.mnormalgamma	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.mtdistribution	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.muniformdistribution	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.normal	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.normalexpgamma	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.normalgamma	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.tdistribution	The Probability Density at a Value for a Continuous Distribution
probabilitydensity.uniformdistribution	The Probability Density at a Value for a Continuous Distribution

-- S --

simulate.betabinomial	Simulate values from a Probability Distribution
simulate.betadistribution	Simulate values from a Probability Distribution
simulate.binomialbeta	Simulate values from a Probability Distribution
simulate.binomialdistribution	Simulate values from a Probability Distribution
simulate.discretedistribution	Simulate values from a Probability Distribution
simulate.expgamma	Simulate values from a Probability Distribution
simulate.fdistribution	Simulate values from a Probability Distribution
simulate.gammadistribution	Simulate values from a Probability Distribution
simulate.mdiscretedistribution	Simulate values from a Probability Distribution
simulate.mnormal	Simulate values from a Probability Distribution
simulate.mnormalexpgamma	Simulate values from a Probability Distribution
simulate.mnormalgamma	Simulate values from a Probability Distribution
simulate.mtdistribution	Simulate values from a Probability Distribution
simulate.muniformdistribution	Simulate values from a Probability Distribution
simulate.normal	Simulate values from a Probability Distribution
simulate.normalexpgamma	Simulate values from a Probability Distribution
simulate.normalgamma	Simulate values from a Probability Distribution
simulate.poissondistribution	Simulate values from a Probability Distribution
simulate.tdistribution	Simulate values from a Probability Distribution
simulate.uniformdistribution	Simulate values from a Probability Distribution
summary.betabinomial	Summary of a Probability Distribution Object
summary.betadistribution	Summary of a Probability Distribution Object
summary.binomialbeta	Summary of a Probability Distribution Object
summary.binomialdistribution	Summary of a Probability Distribution Object
summary.discretedistribution	Summary of a Probability Distribution Object
summary.expgamma	Summary of a Probability Distribution Object
summary.fdistribution	Summary of a Probability Distribution Object
summary.gammadistribution	Summary of a Probability Distribution Object
summary.mdiscretedistribution	Summary of a Probability Distribution Object
summary.mnormal	Summary of a Probability Distribution Object
summary.mnormalexpgamma	Summary of a Probability Distribution Object
summary.mnormalgamma	Summary of a Probability Distribution Object
summary.mtdistribution	Summary of a Probability Distribution Object
summary.muniformdistribution	Summary of a Probability Distribution Object
summary.normal	Summary of a Probability Distribution Object
summary.normalexpgamma	Summary of a Probability Distribution Object
summary.normalgamma	Summary of a Probability Distribution Object
summary.poissondistribution	Summary of a Probability Distribution Object
summary.tdistribution	Summary of a Probability Distribution Object
summary.uniformdistribution	Summary of a Probability Distribution Object

-- T --

tdistribution

A t-distribution

-- U --

uniformdistribution

A Uniform Distribution

-- V --

variance	The Variance of a Distribution
variance.betabinomial	The Variance of a Distribution
variance.betadistribution	The Variance of a Distribution
variance.binomialdistribution	The Variance of a Distribution
variance.default	The Variance of a Distribution
variance.discretedistribution	The Variance of a Distribution
variance.expgamma	The Variance of a Distribution
variance.fdistribution	The Variance of a Distribution
variance.gammadistribution	The Variance of a Distribution
variance.mdiscretedistribution	The Variance of a Distribution
variance.mnormal	The Variance of a Distribution
variance.mnormalexpgamma	The Variance of a Distribution
variance.mnormalgamma	The Variance of a Distribution
variance.mtdistribution	The Variance of a Distribution
variance.muniformdistribution	The Variance of a Distribution
variance.normal	The Variance of a Distribution
variance.normalexpgamma	The Variance of a Distribution
variance.normalgamma	The Variance of a Distribution
variance.poissondistribution	The Variance of a Distribution
variance.tdistribution	The Variance of a Distribution
variance.uniformdistribution	The Variance of a Distribution