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lqmm (version 1.03)

Linear Quantile Mixed Models

Description

Fit quantile regression models for independent and hierarchical data

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Version

Install

install.packages('lqmm')

Monthly Downloads

4,105

Version

1.03

License

GPL (>= 3)

Maintainer

Marco Geraci

Last Published

April 30th, 2013

Functions in lqmm (1.03)

coef.lqm

Extract LQM Coefficients

F.lqm

Accessory Function

Tfun

Accessory Functions for Duplication Matrices

Orthodont

Growth curve data on an orthdontic measurement

extractBoot.lqmm

Extract Fixed and Random Bootstrapped Parameters

lqmmControl

Control parameters for lqmm estimation

boot.lqmm

Bootstrapping Linear Quantile Mixed Models

addnoise

Jittering

lqmm-package

Linear Quantile Models and Linear Quantile Mixed Models

lqmm.fit.df

Linear Quantile Mixed Models Fitting by Derivative-Free Optimization

make.positive.definite

Compute Nearest Positive Definite Matrix

is.positive.definite

Test for Positive Definiteness

gauss.quad.prob

Gaussian Quadrature

lqm.counts

Quantile Regression for Counts

mleAL

Maximum Likelihood Estimation of Asymmetric Laplace Distribution

print.summary.lqm

Print an lqm Summary Object

lqmm-internal

Internal lqmm objects

labor

Labor Pain Data

print.summary.lqmm

Print an lqmm Summary Object

logLik.lqm

Extract Log-Likelihood

predict.lqm

Predictions from an lqm Object

summary.lqm

Summary for an lqm Object

lqm

Fitting Linear Quantile Models

AIC.lqm

Akaike Information Criterion for LQM

boot.lqm

Bootstrapping Linear Quantile Models

print.lqm

Print an lqm Object

residuals.lqm

Residuals from an lqm Object

summary.boot.lqm

Summary for a boot.lqm Object

meanAL

Functions for Asymmetric Laplace Distribution Parameters

logLik.lqmm

Extract Log-Likelihood

lqmm

Fitting Linear Quantile Mixed Models

coef.lqmm

Extract LQMM Coefficients

AIC.lqmm

Akaike Information Criterion for LQMM

quad

Accessory Functions

cov.lqmm

Extract Variance-Covariance Matrix

gauss.quad

Gaussian Quadrature

lqmm.fit.gs

Linear Quantile Mixed Models Fitting by Gradient Search

raneff.lqmm

Random Effects

dal

The Asymmetric Laplace Distribution

lqm.fit.gs

Quantile Regression Fitting by Gradient Search

lqmControl

Control parameters for lqm estimation

asOneFormula

Combine Formulas of a Set of Objects

permutations

Permutations

summary.boot.lqmm

Summary for a boot.lqmm Object

summary.lqmm

Summary for an lqmm Object

residuals.lqmm

Residuals from an lqmm Object

print.lqmm

Print an lqmm Object

predict.lqmm

Predictions from an lqmm Object