R: A Package for Learning Statistics

# A Package for Learning Statistics

## Documentation for package ‘lestat’ version 1.9

- DESCRIPTION file

## Help Pages

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