Probability Distribution Estimation Functions

fitCDF()

Nonlinear fit of a commutative distribution function

fitMixDist()

Nonlinear fit of Mixture distributions

betaDistEstimation()

Nonlinear Parameter Estimation for Beta Distribution

estimateDirichDist()

Nonlinear Parameter Estimation for Dirichlet Distribution \(\)

dmixtdistr() pmixtdistr() qmixtdistr() rmixtdistr()

Mixture of Distribution Functions

tableBoots()

tableBoots

Goddness-of-fit

AICmodel()

Akaike's Information Criterion (AIC)

BICmodel()

Bayesian Information Criterion (BIC)

bicopulaGOF()

Goodness of Fit Boostrap Test for Bivariate distributions Constructed from Copula with Known Margins.

mcgoftest()

Bootstrap test for Goodness of fit (GoF)

cdf_crossval()

Cross validation of Cumulative Distribution Function model

nlmR()

Nonlinear Goodness-of-fit and Determination Coefficients

Probability Distributions

ddirichlet() pdirichlet() rdirichlet()

Dirichlet Distribution

dgamma3p() pgamma3p() qgamma3p() rgamma3p()

Gamma Distribution with Three Parameters

dggamma() pggamma() qggamma() rggamma()

Generalized Gamma distribution

dhnorm() phnorm() qhnorm() rhnorm() theta2sigma() sigma2theta()

Half-Normal distribution

dweibull3p() pweibull3p() qweibull3p() rweibull3p()

Weibull Distribution with Three Parameters

Auxiliary functions

betaBinPost()

Beta binomial posteriors

coefs()

Extract Model Coefficients

hyp_matrix()

Compute the Hypothesis Matrix for MANOVA testing.

MANOVA()

Multivariate Analysis of Variance for Summarized Data

mutualinf()

Mutual information Based on Multivariate Distributions Constructed from Copulas

ppCplot()

P-P plot of Two-dimensional Copulas

rstudents()

Studentized Residuals from a Nonlinear Model

unlist()

Flatten lists extended to any class