lestat: A package for LEarning STATistics

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This package contains some simple objects and functions to do statistics using linear models and a Bayesian framework.

Author
Petter Mostad <mostad@chalmers.se>
Date of publication
2013-11-21 21:29:17
Maintainer
Petter Mostad <mostad@chalmers.se>
License
GPL-2
Version
1.8

View on CRAN

Man pages

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...
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...
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...
discretedistribution
Create Object Representing a Discrete Distribution
expectation
Compute Expectation
expgamma
Create an ExpGamma distribution
fdistribution
Create an F 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...
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...
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
normal
A Normal Distribution
normalexpgamma
A Normal-ExpGamma Distribution
normalgamma
A Normal-Gamma Distribution
plot.normal
Plotting a Probability Distribution
poissondistribution
A Poissondistribution
posteriornormal1
Compute the Posterior Distribution for Parameters of One...
posteriornormal2
Compute a Posterior Distribution for Parameters of Two Normal...
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...
p.value
Compute the p-value for a Distribution
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

Files in this package

lestat
lestat/NAMESPACE
lestat/R
lestat/R/lestat.R
lestat/MD5
lestat/DESCRIPTION
lestat/man
lestat/man/designBalanced.Rd
lestat/man/mdiscretedistribution.Rd
lestat/man/designFactorial.Rd
lestat/man/compose.Rd
lestat/man/lestat-package.Rd
lestat/man/designOneGroup.Rd
lestat/man/designTwoGroups.Rd
lestat/man/betabinomial.Rd
lestat/man/binomialbeta.Rd
lestat/man/variance.Rd
lestat/man/mnormalgamma.Rd
lestat/man/gammadistribution.Rd
lestat/man/tdistribution.Rd
lestat/man/cdf.Rd
lestat/man/normal.Rd
lestat/man/expectation.Rd
lestat/man/linearmodel.Rd
lestat/man/simulate.normal.Rd
lestat/man/binomialdistribution.Rd
lestat/man/invcdf.Rd
lestat/man/normalexpgamma.Rd
lestat/man/anovatable.Rd
lestat/man/probabilitydensity.Rd
lestat/man/conditional.Rd
lestat/man/betadistribution.Rd
lestat/man/linearpredict.Rd
lestat/man/expgamma.Rd
lestat/man/credibilityinterval.Rd
lestat/man/uniformdistribution.Rd
lestat/man/posteriornormal2.Rd
lestat/man/leastsquares.Rd
lestat/man/summary.normal.Rd
lestat/man/poissondistribution.Rd
lestat/man/probability.Rd
lestat/man/mtdistribution.Rd
lestat/man/plot.normal.Rd
lestat/man/contrast.Rd
lestat/man/discretedistribution.Rd
lestat/man/mnormal.Rd
lestat/man/designManyGroups.Rd
lestat/man/mnormalexpgamma.Rd
lestat/man/posteriornormal1.Rd
lestat/man/p.value.Rd
lestat/man/print.normal.Rd
lestat/man/difference.Rd
lestat/man/marginal.Rd
lestat/man/fdistribution.Rd
lestat/man/precision.Rd
lestat/man/normalgamma.Rd
lestat/man/fittedvalues.Rd
lestat/man/muniformdistribution.Rd