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lqmm (version 1.5.3)

Linear Quantile Mixed Models

Description

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

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Version

Install

install.packages('lqmm')

Monthly Downloads

2,045

Version

1.5.3

License

GPL (>= 2)

Maintainer

Marco Geraci

Last Published

February 3rd, 2016

Functions in lqmm (1.5.3)

lqmm-internal

Internal lqmm objects

VarCorr.lqmm

Extract Variance-Covariance Matrix

is.positive.definite

Test for Positive Definiteness

lqm.fit.gs

Quantile Regression Fitting by Gradient Search

summary.lqm

Summary for an lqm Object

mleAL

Maximum Likelihood Estimation of Asymmetric Laplace Distribution

lqmControl

Control parameters for lqm estimation

lqmm.fit.df

Linear Quantile Mixed Models Fitting by Derivative-Free Optimization

predict.lqmm

Predictions from an lqmm Object

coef.lqmm

Extract LQMM Coefficients

logLik.lqmm

Extract Log-Likelihood

labor

Labor Pain Data

summary.boot.lqm

Summary for a boot.lqm Object

make.positive.definite

Compute Nearest Positive Definite Matrix

covHandling

Variance-Covariance Matrix

lqmm

Fitting Linear Quantile Mixed Models

lqmmControl

Control parameters for lqmm estimation

lqmm.fit.gs

Linear Quantile Mixed Models Fitting by Gradient Search

extractBoot

Extract Fixed and Random Bootstrapped Parameters

coef.lqm

Extract LQM Coefficients

ranef.lqmm

Extract Random Effects

print.summary.lqmm

Print an lqmm Summary Object

Orthodont

Growth curve data on an orthdontic measurement

residuals.lqmm

Residuals from an lqmm Object

lqm.counts

Quantile Regression for Counts

print.lqm

Print LQM Objects

summary.lqmm

Summary for an lqmm Object

dal

The Asymmetric Laplace Distribution

summary.boot.lqmm

Summary for a boot.lqmm Object

predict.lqm

Predictions from LQM Objects

lqmm-package

Linear Quantile Models and Linear Quantile Mixed Models

residuals.lqm

Residuals from an LQM Objects

boot

Bootstrap functions for LQM and LQMM

gauss.quad.prob

Gaussian Quadrature

meanAL

Functions for Asymmetric Laplace Distribution Parameters

lqm

Fitting Linear Quantile Models

print.lqmm

Print an lqmm Object

gauss.quad

Gaussian Quadrature

logLik.lqm

Extract Log-Likelihood

print.summary.lqm

Print an lqm Summary Object