Finite Mixture Modeling for Raw and Binned Data


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Documentation for package ‘mixR’ version 0.2.0

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mixR-package Finite Mixture Modeling for Raw and Binned Data
bin Binning the Raw Data
bs.test Bootstrap Likelihood Ratio Test for Finite Mixture Models
density.mixfitEM The Density of Finite Mixture Models
initz Initialization of the EM Algorithm
mixfit Finite Mixture Modeling for Raw Data and Binned Data
mixR Finite Mixture Modeling for Raw and Binned Data
plot.bootEM Plot Bootstrap Likelihood Ratio Test
plot.mixfitEM Plotting the Fitted Mixture Models
plot.selectEM Plot Method for Class 'selectEM'
print.mixfitEM Print Method for Class 'mixfitEM'
print.selectEM Print Method for Class 'selectEM'
reinstate Reinstate the Binned Data to the Raw Data
rmixgamma Generating Random Data From A Gamma Mixture Model
rmixlnorm Generating Random Data From A Lognormal Mixture Model
rmixnormal Generating Random Data From A Normal Mixture Model
rmixweibull Generating Random Data From A Weibull Mixture Model
select Finite Mixture Model Selection by Information Criterion
Stamp 1872 Hidalgo Stamp Data
Stamp2 1872 Hidalgo Stamp Data (Binned)
to_k_lambda_weibull Parameter Conversion for Weibull Distribution
to_mulog_sdlog_lnorm Parameter Conversion for Lognormal Distribution
to_mu_sd_gamma Parameter Conversion for Gamma Distribution
to_mu_sd_lnorm Parameter Conversion for Lognormal Distribution
to_mu_sd_weibull Parameter Conversion for Weibull Distribution
to_shape_rate_gamma Parameter Conversion for Gamma Distribution