lqmm: Linear Quantile Mixed Models

Share:

This is a collection of functions to fit quantile regression models for independent and hierarchical data.

Author
Marco Geraci
Date of publication
2016-02-03 22:06:23
Maintainer
Marco Geraci <geraci@mailbox.sc.edu>
License
GPL (>= 2)
Version
1.5.3
URLs

View on CRAN

Man pages

boot
Bootstrap functions for LQM and LQMM
coef.lqm
Extract LQM Coefficients
coef.lqmm
Extract LQMM Coefficients
covHandling
Variance-Covariance Matrix
dal
The Asymmetric Laplace Distribution
extractBoot
Extract Fixed and Random Bootstrapped Parameters
gauss.quad
Gaussian Quadrature
gauss.quad.prob
Gaussian Quadrature
is.positive.definite
Test for Positive Definiteness
labor
Labor Pain Data
logLik.lqm
Extract Log-Likelihood
logLik.lqmm
Extract Log-Likelihood
lqm
Fitting Linear Quantile Models
lqmControl
Control parameters for lqm estimation
lqm.counts
Quantile Regression for Counts
lqm.fit.gs
Quantile Regression Fitting by Gradient Search
lqmm
Fitting Linear Quantile Mixed Models
lqmmControl
Control parameters for lqmm estimation
lqmm.fit.df
Linear Quantile Mixed Models Fitting by Derivative-Free...
lqmm.fit.gs
Linear Quantile Mixed Models Fitting by Gradient Search
lqmm-internal
Internal lqmm objects
lqmm-package
Linear Quantile Models and Linear Quantile Mixed Models
make.positive.definite
Compute Nearest Positive Definite Matrix
meanAL
Functions for Asymmetric Laplace Distribution Parameters
mleAL
Maximum Likelihood Estimation of Asymmetric Laplace...
Orthodont
Growth curve data on an orthdontic measurement
predict.lqm
Predictions from LQM Objects
predict.lqmm
Predictions from an 'lqmm' Object
print.lqm
Print LQM Objects
print.lqmm
Print an 'lqmm' Object
print.summary.lqm
Print an 'lqm' Summary Object
print.summary.lqmm
Print an 'lqmm' Summary Object
ranef
Extract Random Effects
residuals.lqm
Residuals from an LQM Objects
residuals.lqmm
Residuals from an 'lqmm' Object
summary.boot.lqm
Summary for a 'boot.lqm' Object
summary.boot.lqmm
Summary for a 'boot.lqmm' Object
summary.lqm
Summary for an 'lqm' Object
summary.lqmm
Summary for an 'lqmm' Object
VarCorr
Extract Variance-Covariance Matrix

Files in this package

lqmm
lqmm/COPYING
lqmm/inst
lqmm/inst/CITATION
lqmm/inst/doc
lqmm/inst/doc/lqmm.pdf
lqmm/inst/doc/lqmm.pdf.asis
lqmm/src
lqmm/src/Makevars
lqmm/src/lqmm.c
lqmm/NAMESPACE
lqmm/NEWS
lqmm/data
lqmm/data/Orthodont.rda
lqmm/data/labor.rda
lqmm/R
lqmm/R/lqmm.R
lqmm/R/auxiliary.R
lqmm/R/lqm.R
lqmm/vignettes
lqmm/vignettes/lqmm.pdf.asis
lqmm/MD5
lqmm/build
lqmm/build/vignette.rds
lqmm/DESCRIPTION
lqmm/man
lqmm/man/lqmControl.Rd
lqmm/man/VarCorr.Rd
lqmm/man/print.summary.lqmm.Rd
lqmm/man/lqm.Rd
lqmm/man/is.positive.definite.Rd
lqmm/man/residuals.lqm.Rd
lqmm/man/lqm.counts.Rd
lqmm/man/predict.lqm.Rd
lqmm/man/summary.boot.lqmm.Rd
lqmm/man/print.summary.lqm.Rd
lqmm/man/ranef.Rd
lqmm/man/print.lqm.Rd
lqmm/man/lqmm.Rd
lqmm/man/coef.lqmm.Rd
lqmm/man/covHandling.Rd
lqmm/man/logLik.lqmm.Rd
lqmm/man/mleAL.Rd
lqmm/man/dal.Rd
lqmm/man/gauss.quad.prob.Rd
lqmm/man/coef.lqm.Rd
lqmm/man/print.lqmm.Rd
lqmm/man/lqmm-package.Rd
lqmm/man/gauss.quad.Rd
lqmm/man/summary.boot.lqm.Rd
lqmm/man/make.positive.definite.Rd
lqmm/man/residuals.lqmm.Rd
lqmm/man/boot.Rd
lqmm/man/logLik.lqm.Rd
lqmm/man/lqmmControl.Rd
lqmm/man/lqmm-internal.Rd
lqmm/man/summary.lqm.Rd
lqmm/man/summary.lqmm.Rd
lqmm/man/predict.lqmm.Rd
lqmm/man/extractBoot.Rd
lqmm/man/lqmm.fit.gs.Rd
lqmm/man/meanAL.Rd
lqmm/man/Orthodont.Rd
lqmm/man/lqmm.fit.df.Rd
lqmm/man/lqm.fit.gs.Rd
lqmm/man/labor.Rd