Maximum Likelihood Estimation for Univariate Densities


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Documentation for package ‘univariateML’ version 1.5.0

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univariateML-package univariateML
abalone Abalone data
bootstrapml Parametric Bootstrap on Distributions Fitted with Maximum Likelihood
confint.univariateML Confidence Intervals for Maximum Likelihood Estimates
corbet Frequencies of butterflies collected in Malaya
dml Maximum likelihood estimated distribution
egypt Mortality data from ancient Egypt
get_start Returns appropriate starting value
inverse_digamma Inverse digamma function
lines.univariateML Plot, Lines and Points Methods for Maximum Likelihood Estimates
MaximumLikelihoodDistribution Maximum likelihood estimated distribution
mlbeta Beta distribution maximum likelihood estimation
mlbetapr Beta prime distribution maximum likelihood estimation
mlbinom Binomial distribution maximum likelihood estimation
mlburr Burr distribution maximum likelihood estimation
mlcauchy Cauchy distribution maximum likelihood estimation
mldunif Discrete uniform distribution maximum likelihood estimation
mlexp Exponential distribution maximum likelihood estimation
mlfatigue Gamma distribution maximum likelihood estimation
mlgamma Gamma distribution maximum likelihood estimation
mlged Generalized Error distribution maximum likelihood estimation
mlgeom Geometric distribution maximum likelihood estimation
mlgompertz Gompertz distribution maximum likelihood estimation
mlgumbel Gumbel distribution maximum likelihood estimation
mlinvburr Inverse Burr 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
mllgser Logarithmic series 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 Nakagami distribution maximum likelihood estimation
mlnbinom Negative binomial distribution maximum likelihood estimation
mlnorm Normal distribution maximum likelihood estimation
mlparalogis Paralogistic distribution maximum likelihood estimation
mlpareto Pareto distribution maximum likelihood estimation
mlpois Poisson distribution maximum likelihood estimation
mlpower Power distribution maximum likelihood estimation
mlrayleigh Rayleigh distribution maximum likelihood estimation
mlsged Skew Generalized Error distribution maximum likelihood estimation
mlsnorm Skew Normal distribution maximum likelihood estimation
mlsstd Skew Student t-distribution maximum likelihood estimation
mlstd Student-t distribution maximum likelihood estimation
mlunif Uniform distribution maximum likelihood estimation
mlweibull Weibull distribution maximum likelihood estimation
mlzip Zero-inflated Poisson distribution maximum likelihood estimation
mlzipf Zipf distribution maximum likelihood estimation
model_select Fit multiple models and select the best fit
plot.univariateML Plot, Lines and Points Methods for Maximum Likelihood Estimates
pml Maximum likelihood estimated distribution
points.univariateML Plot, Lines and Points Methods for Maximum Likelihood Estimates
ppmlline Probability Plots Using Maximum Likelihood Estimates
ppmlplot Probability Plots Using Maximum Likelihood Estimates
ppmlpoints Probability Plots Using Maximum Likelihood Estimates
ProbabilityPlots Probability Plots Using Maximum Likelihood Estimates
qml Maximum likelihood estimated distribution
qqmlline Probability Plots Using Maximum Likelihood Estimates
qqmlplot Probability Plots Using Maximum Likelihood Estimates
qqmlpoints Probability Plots Using Maximum Likelihood Estimates
rml Maximum likelihood estimated distribution
univariateML univariateML
univariateML_construct Construct 'univariateML' object.
univariateML_metadata Metadata for 'univariateML' models.
univariateML_models Implemented models