lestat1.9 package

A Package for Learning Statistics

posteriornormal2

Compute a Posterior Distribution for Parameters of Two Normal Distribu...

precision

The Precision of a Distribution

print.normal

Printing Probability Distributions

probability

The Probability at a Value for a Discrete Distribution

probabilitydensity

The Probability Density at a Value for a Continuous Distribution

fittedvalues

Compute Fitted Values for a Linear Model

gammadistribution

Create a Gamma Distribution

invcdf

Compute the Inverse Cumulative Distribution Function

leastsquares

Find the Least Squares Solution in a Linear Model

lestat-package

LEarning STATistics using Bayesian object oriented computation

linearmodel

Compute the Posterior Distribution for a Linear Model

linearpredict

Create a Linear Extension of a Distribution

marginal

A Marginal of a Multivariate Distribution

mdiscretedistribution

Create Object Representing a Multivariate Discrete Distribution

mnormal

A Multivariate Normal Distribution

anovatable

Computes ANOVA table given data and design

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

cdf

Compute Cumulative Distribution Function

compose

Building a new probability distribution from an old.

conditional

The Conditional Distribution

contrast

Computing the distribution of a Contrast

credibilityinterval

Compute Credibility Interval for a Univariate Distribution

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

discretedistribution

Create Object Representing a Discrete Distribution

expectation

Compute Expectation

expgamma

Create an ExpGamma distribution

fdistribution

Create an F distribution

mnormalexpgamma

A Multivariate Normal-ExpGamma Distribution

mnormalgamma

A Multivariate Normal-Gamma Distribution

mtdistribution

A Multivariate t-Distribution

muniformdistribution

A Multivariate Uniform Distribution

normal

A Normal Distribution

normalexpgamma

A Normal-ExpGamma Distribution

normalgamma

A Normal-Gamma Distribution

p.value

Compute the p-value for a Distribution

plot.normal

Plotting a Probability Distribution

poissondistribution

A Poissondistribution

posteriornormal1

Compute the Posterior Distribution for Parameters of One Normal Distri...

simulate.normal

Simulate values from a Probability Distribution

summary.normal

Summary of a Probability Distribution Object

tdistribution

A t-distribution

uniformdistribution

A Uniform Distribution

variance

The Variance of a Distribution

Some simple objects and functions to do statistics using linear models and a Bayesian framework.

  • Maintainer: Petter Mostad
  • License: GPL-2
  • Last published: 2018-06-12