Maximum likelihood estimators

mlbeta()

Beta distribution maximum likelihood estimation

mlbetapr()

Beta prime distribution maximum likelihood estimation

mlcauchy()

Cauchy distribution maximum likelihood estimation

mlexp()

Exponential distribution maximum likelihood estimation

mlgamma()

Gamma distribution maximum likelihood estimation

mlgumbel()

Gumbel distribution maximum likelihood estimation

mlinvgamma()

Inverse Gamma distribution maximum likelihood estimation

mlinvgauss()

Inverse Gaussian (Wald) maximum likelihood estimation

mlinvweibull()

Inverse Weibull distribution maximum likelihood estimation

mlkumar()

Kumaraswamy distribution maximum likelihood estimation

mllaplace()

Laplace distribution maximum likelihood estimation

mllgamma()

Log-gamma distribution maximum likelihood estimation

mlllogis()

Log-logistic distribution maximum likelihood estimation

mllnorm()

Log-normal distribution maximum likelihood estimation

mllogis()

Logistic distribution maximum likelihood estimation

mllogitnorm()

Logit-Normal distribution maximum likelihood estimation

mllomax()

Lomax distribution maximum likelihood estimation

mlnaka()

Gamma distribution maximum likelihood estimation

mlnorm()

Normal distribution maximum likelihood estimation

mlpareto()

Pareto distribution maximum likelihood estimation

mlpower()

Power distribution maximum likelihood estimation

mlrayleigh()

Rayleigh distribution maximum likelihood estimation

mlunif()

Uniform distribution maximum likelihood estimation

mlweibull()

Weibull distribution maximum likelihood estimation

ml_input_checker()

Input Checker for ML functions

Data analysis aids

bootstrapml()

Parametric Bootstrap on Distributions Fitted with Maximum Likelihood

confint(<univariateML>)

Confidence Intervals for Maximum Likelihood Estimates

ppmlplot() ppmlline() ppmlpoints() qqmlplot() qqmlline() qqmlpoints()

Probability Plots Using Maximum Likelihood Estimates

plot(<univariateML>) lines(<univariateML>) points(<univariateML>)

Plot, Lines and Points Methods for Maximum Likelihood Estimates

dml() pml() qml() rml()

Maximum likelihood estimated distribution

Data sets

abalone

Abalone data

egypt

Mortality data from ancient Egypt

Package docs

univariateML-package

univariateML