EnvStats Functions for Estimating Distribution Parameters
The EnvStats functions listed below are useful for estimating distribution parameters and optionally constructing confidence intervals.
| Function Name | Description |
ebeta |
Estimate parameters of a Beta distribution |
ebinom |
Estimate parameter of a Binomial distribution |
eexp |
Estimate parameter of an Exponential distribution |
eevd |
Estimate parameters of an Extreme Value distribution |
egamma |
Estimate shape and scale parameters of a Gamma distribution |
egammaAlt |
Estimate mean and CV parameters of a Gamma distribution |
egevd |
Estimate parameters of a Generalized Extreme Value distribution |
egeom |
Estimate parameter of a Geometric distribution |
ehyper |
Estimate parameter of a Hypergeometric distribution |
elogis |
Estimate parameters of a Logistic distribution |
elnorm |
Estimate parameters of a Lognormal distribution (log-scale) |
elnormAlt |
Estimate parameters of a Lognormal distribution (original scale) |
elnorm3 |
Estimate parameters of a Three-Parameter Lognormal distribution |
enbinom |
Estimate parameter of a Negative Binomial distribution |
enorm |
Estimate parameters of a Normal distribution |
epareto |
Estimate parameters of a Pareto distribution |
epois |
Estimate parameter of a Poisson distribution |
eunif |
Estimate parameters of a Uniform distribution |
eweibull |
Estimate parameters of a Weibull distribution |
ezmlnorm |
Estimate parameters of a Zero-Modified Lognormal (Delta) |
| distribution (log-Scale) | |
ezmlnormAlt |
Estimate parameters of a Zero-Modified Lognormal (Delta) |
| distribution (original Scale) | |
ezmnorm |
Estimate parameters of a Zero-Modified Normal distribution |
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