⚠️There's a newer version (1.5.8) of this package.Take me there.

lqmm (version 1.04)

Linear Quantile Mixed Models

Description

Fit quantile regression models for independent and hierarchical data

Copy Link

Version

Install

install.packages('lqmm')

Monthly Downloads

4,105

Version

1.04

License

GPL (>= 2)

Maintainer

Marco Geraci

Last Published

January 9th, 2014

Functions in lqmm (1.04)

labor

Labor Pain Data

lqm.fit.gs

Quantile Regression Fitting by Gradient Search

lqmm

Fitting Linear Quantile Mixed Models

print.summary.lqmm

Print an lqmm Summary Object

summary.boot.lqm

Summary for a boot.lqm Object

lqmm-internal

Internal lqmm objects

lqmmControl

Control parameters for lqmm estimation

gauss.quad

Gaussian Quadrature

boot.lqm

Bootstrapping Linear Quantile Models

lqmm.fit.df

Linear Quantile Mixed Models Fitting by Derivative-Free Optimization

residuals.lqm

Residuals from an LQM Objects

predict.lqm

Predictions from LQM Objects

is.positive.definite

Test for Positive Definiteness

lqm.counts

Quantile Regression for Counts

print.summary.lqm

Print an lqm Summary Object

mleAL

Maximum Likelihood Estimation of Asymmetric Laplace Distribution

covHandling

Variance-Covariance Matrix

AIC.lqmm

Akaike Information Criterion for LQMM

Orthodont

Growth curve data on an orthdontic measurement

residuals.lqmm

Residuals from an lqmm Object

print.lqmm

Print an lqmm Object

lqmControl

Control parameters for lqm estimation

coef.lqmm

Extract LQMM Coefficients

lqmm.fit.gs

Linear Quantile Mixed Models Fitting by Gradient Search

logLik.lqm

Extract Log-Likelihood

summary.boot.lqmm

Summary for a boot.lqmm Object

AIC.lqm

Akaike Information Criterion for LQM

coef.lqm

Extract LQM Coefficients

cov.lqmm

Extract Variance-Covariance Matrix

gauss.quad.prob

Gaussian Quadrature

logLik.lqmm

Extract Log-Likelihood

boot.lqmm

Bootstrapping Linear Quantile Mixed Models

lqmm-package

Linear Quantile Models and Linear Quantile Mixed Models

lqm

Fitting Linear Quantile Models

dal

The Asymmetric Laplace Distribution

meanAL

Functions for Asymmetric Laplace Distribution Parameters

raneff.lqmm

Random Effects

predict.lqmm

Predictions from an lqmm Object

make.positive.definite

Compute Nearest Positive Definite Matrix

summary.lqm

Summary for an lqm Object

extractBoot.lqmm

Extract Fixed and Random Bootstrapped Parameters

print.lqm

Print LQM Objects

summary.lqmm

Summary for an lqmm Object