mixdist: Finite Mixture Distribution Models
Version 0.5-4

This package contains functions for fitting finite mixture distribution models to grouped data and conditional data by the method of maximum likelihood using a combination of a Newton-type algorithm and the EM algorithm.

Browse man pages Browse package API and functions Browse package files

AuthorPeter Macdonald <pdmmac@mcmaster.ca>, with contributions from Juan Du <duduyy@hotmail.com>
Date of publication2012-10-29 08:59:11
MaintainerPeter Macdonald <pdmmac@mcmaster.ca>
LicenseGPL (>= 2)
Version0.5-4
URL http://www.r-project.org http://www.math.mcmaster.ca/peter/mix/mix.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mixdist")

Man pages

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...
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...

Functions

anova.mix Man page Source code
as.mixdata Man page Source code
bindat Man page
binpar Man page
cassie Man page
coef.mix Man page Source code
conditdat Man page Source code
expdat Man page
fiftn80 Man page
fitted.mix Man page Source code
groupstats Man page Source code
grpintprob Man page Source code
is.mixdata Man page Source code
mix Man page Source code
mixconstr Man page Source code
mixgroup Man page Source code
mixpar2theta Man page Source code
mixparam Man page Source code
mixtheta2par Man page Source code
normals Man page
pearson Man page
pearsonpar Man page
pikdat5 Man page
pike65 Man page
pike65sg Man page
pikepar Man page
pikeraw Man page
plot.mix Man page Source code
plot.mixdata Man page Source code
poisdat Man page
poispar Man page
print.mix Man page Source code
summary.mix Man page Source code
testconstr Man page Source code
testpar Man page Source code
weibullpar Man page Source code
weibullparinv Man page Source code

Files

data
data/pikdat5.txt.gz
data/pikeraw.txt.gz
data/pikepar.txt.gz
data/pike65.txt.gz
data/pearsonpar.txt.gz
data/normals.txt.gz
data/expdat.txt.gz
data/bindat.txt.gz
data/poispar.txt.gz
data/binpar.txt.gz
data/cassie.txt.gz
data/pearson.txt.gz
data/fiftn80.txt.gz
data/pike65sg.txt.gz
data/poisdat.txt.gz
NAMESPACE
man
man/groupstats.Rd
man/print.mix.Rd
man/mixdata.Rd
man/mixtheta2par.Rd
man/binpar.Rd
man/testpar.Rd
man/mixconstr.Rd
man/pikdat5.Rd
man/grpintprob.Rd
man/expdat.Rd
man/pearson.Rd
man/pike65.Rd
man/plot.mix.Rd
man/pikepar.Rd
man/cassie.Rd
man/coef.mix.Rd
man/testconstr.Rd
man/weibullparinv.Rd
man/anova.mix.Rd
man/plot.mixdata.Rd
man/pike65sg.Rd
man/fiftn80.Rd
man/mixgroup.Rd
man/pikeraw.Rd
man/conditdat.Rd
man/normals.Rd
man/mixpar2theta.Rd
man/mix.Rd
man/fitted.mix.Rd
man/weibullpar.Rd
man/bindat.Rd
man/poisdat.Rd
man/mixparam.Rd
man/poispar.Rd
man/summary.mix.Rd
man/pearsonpar.Rd
DESCRIPTION
MD5
R
R/plot.mix.R
R/mixtheta2par.R
R/weibullparinv.R
R/testpar.R
R/anova.mix.R
R/as.mixdata.R
R/summary.mix.R
R/mix.R
R/fitted.mix.R
R/weibullpar.R
R/mixgroup.R
R/is.mixdata.R
R/print.mix.R
R/testconstr.R
R/plot.mixdata.R
R/mixpar2theta.R
R/coef.mix.R
R/groupstats.R
R/grpintprob.R
R/mixconstr.R
R/conditdat.R
R/mixparam.R
mixdist documentation built on May 20, 2017, 4:44 a.m.