mixdist0.5-5 package

Finite Mixture Distribution Models

anova.mix

ANOVA Tables for Mixture Model Objects

bindat

Grouped Binomial Data

binpar

Starting Values of Parameters for the Binomial Data Set

cassie

Cassie's Length-Frequency Example

coef.mix

Extract Mixture Model Coefficients

conditdat

Add Conditional Data to Grouped Data

expdat

A Mixture Data of Three Exponential Distributions

fiftn80

A Mixed Data with Fifteen Normal Components

fitted.mix

Compute Mixture Model Fitted Values

groupstats

Estimate Parameters of One-Component Mixture Distribution

grpintprob

Compute Probabilities of an Observation Falling into a Grouping Interv...

mix

Estimate Parameters of Mixture Distributions

mixconstr

Construct Constraints on Parameters

mixdata

Mixed Data

mixgroup

Construct Grouped Data from Raw Data

mixpar2theta

Find the Parameters to be Estimated

mixparam

Construct Starting Values for Parameters

mixtheta2par

Compute All of Parameters from the Estimated Parameters

normals

Scale Mixture Data with Three Normal Components

pearson

Karl Pearson's Crab Data

pearsonpar

Starting Values of Parameters for the Pearson's Data

pikdat5

Heming Lake Pike Data

pike65

Length-Frequency Data for Heming Lake Pike

pike65sg

Length-Frequency Data with Subsamples for Heming Lake Pike

pikepar

Starting Values of Parameters for the Pike Data

pikeraw

A Sample of Pike Lengths

plot.mix

Mix Object Plotting

plot.mixdata

Mixdata Object Plotting

poisdat

Grouped Poisson Data

poispar

Starting Values of Parameters for the Poisson Data Set

print.mix

Print Mix Object

summary.mix

Summarizing Mixture Model Fits

testconstr

Check Constraints

testpar

Check Parameters

weibullpar

Compute Shape and Scale Parameters for Weibull Distribution

weibullparinv

Compute the Mean and Standard Deviation of Weibull Distribution

Fit finite mixture distribution models to grouped data and conditional data by maximum likelihood using a combination of a Newton-type algorithm and the EM algorithm.

  • Maintainer: Peter Macdonald
  • License: GPL (>= 2)
  • Last published: 2018-06-04