Package: lqmix 1.2

lqmix: Linear Quantile Mixture Models

Estimate linear quantile mixtures based on Time-Constant (TC) and/or Time-Varying (TV), discrete, random coefficients.

Authors:Maria Francesca Marino [aut, cre], Marco Alfo' [aut], Nicola Salvati [aut], Maria Giovanna Ranalli [aut]

lqmix_1.2.tar.gz
lqmix_1.2.zip(r-4.7-any)lqmix_1.2.zip(r-4.6-any)lqmix_1.2.zip(r-4.5-any)
lqmix_1.2.tgz(r-4.6-any)lqmix_1.2.tgz(r-4.5-any)
lqmix_1.2.tar.gz(r-4.7-any)lqmix_1.2.tar.gz(r-4.6-any)
lqmix_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
lqmix/json (API)

# Install 'lqmix' in R:
install.packages('lqmix', repos = c('https://mfrancesca-marino.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 2 scripts 295 downloads 5 exports 20 dependencies

Last updated from:15809295cd. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK136
source / vignettesOK207
linux-releaseOK124
macos-releaseOK229
macos-oldrelOK173
windows-develOK121
windows-releaseOK101
windows-oldrelOK90
wasm-releaseOK98

Exports:dallqmixlqrsearch_lqmixvarAL

Dependencies:codetoolsdiagramdigestdoParalleldoRNGdoSNOWforeachiteratorslatticeMASSMatrixMatrixModelsquantregrbibutilsRdpackrngtoolsshapesnowSparseMsurvival

Readme and manuals

Help Manual

Help pageTopics
Overview of the package 'lqmix'lqmix-package
CD4 Datacd4
Print the estimated coefficients of an 'lqmix' objectcoef.lqmix
Print the estimated coefficients of an 'lqr' objectcoef.lqr
Printn the estimated coefficients for the optimal fitted modelcoef.search_lqmix
Density of the Asymmetric Laplace Distributiondal
Print the log-likelihood of an '{lqmix}' objectlogLik.lqmix
Print the log-likelihood of an 'lqr' objectlogLik.lqr
Print the log-likelihood of the optimal model stored in a 'search_lqmix' objectlogLik.search_lqmix
Linear Quantile Mixture with TC and/or TV, discrete, random coefficientslqmix
Linear Quantile Regressionlqr
Pain Datapain
Plots for 'lqmix' objectsplot.lqmix
Plots for 'search_lqmix' objectsplot.search_lqmix
Predictions from an 'lqmix' objectpredict.lqmix
Predictions from an 'lqr' objectpredict.lqr
Predictions from the optimal fitted modelpredict.search_lqmix
Print an 'lqmix' objectprint.lqmix
Print an 'lqr' objectprint.lqr
Print a 'search_lqmix' objectprint.search_lqmix
Print the summary of an 'lqmix' objectprint.summary.lqmix
Print the summary of an 'lqr' objectprint.summary.lqr
Print the summary of a 'search_lqmix' objectprint.summary.search_lqmix
Residuals from an 'lqmix' objectresiduals.lqmix
Residuals from an 'lqr' objectresiduals.lqr
Residuals from the optimal fitted modelresiduals.search_lqmix
Search the Global Maximum of a Linear Quantile Mixturesearch_lqmix
Summary of an 'lqmix' objectsummary.lqmix
Summary of an 'lqr' objectsummary.lqr
Summary of a 'search_lqmix' objectsummary.search_lqmix
Variance of Asymmetric Laplace random variablesvarAL
Calculate variance-covariance matrix for a fitted 'lqmix' objectvcov.lqmix
Calculate variance-covariance matrix for a fitted 'lqr' objectvcov.lqr
Calculate variance-covariance matrix for the optimal fitted modelvcov.search_lqmix