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lqmm (version 1.02)

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

1.02

License

GPL (>= 3)

Maintainer

Marco Geraci

Last Published

September 15th, 2012

Functions in lqmm (1.02)

lqmm-package

Linear Quantile Models and Linear Quantile Mixed Models

extractBoot.lqmm

Extract Fixed and Random Bootstrapped Parameters

coef.lqmm

Extract LQMM Coefficients

addnoise

Jittering

coef.lqm

Extract LQM Coefficients

is.positive.definite

Test for Positive Definiteness

predict.lqmm

Predictions from an lqmm Object

residuals.lqmm

Residuals from an lqmm Object

print.lqm

Print an lqm Object

cov.lqmm

Extract Variance-Covariance Matrix

mleAL

Maximum Likelihood Estimation of Asymmetric Laplace Distribution

asOneFormula

Combine Formulas of a Set of Objects

summary.lqmm

Summary for an lqmm Object

logLik.lqmm

Extract Log-Likelihood

F.lqm

Accessory Function

lqm.fit.gs

Quantile Regression Fitting by Gradient Search

print.lqmm

Print an lqmm Object

lqmm.fit.df

Linear Quantile Mixed Models Fitting by Derivative-Free Optimization

gauss.quad.prob

Gaussian Quadrature

make.positive.definite

Compute Nearest Positive Definite Matrix

logLik.lqm

Extract Log-Likelihood

print.summary.lqm

Print an lqm Summary Object

boot.lqmm

Bootstrapping Linear Quantile Mixed Models

residuals.lqm

Residuals from an lqm Object

lqmm

Fitting Linear Quantile Mixed Models

labor

Labor Pain Data

lqmmControl

Control parameters for lqmm estimation

Orthodont

Growth curve data on an orthdontic measurement

lqmm-internal

Internal lqmm objects

meanAL

Functions for Asymmetric Laplace Distribution Parameters

predict.lqm

Predictions from an lqm Object

permutations

Permutations

print.summary.lqmm

Print an lqmm Summary Object

lqm.counts

Quantile Regression for Counts

Tfun

Accessory Functions for Duplication Matrices

boot.lqm

Bootstrapping Linear Quantile Models

quad

Accessory Functions

summary.boot.lqm

Summary for a boot.lqm Object

AIC.lqm

Akaike Information Criterion for LQM

lqmControl

Control parameters for lqm estimation

lqmm.fit.gs

Linear Quantile Mixed Models Fitting by Gradient Search

raneff.lqmm

Random Effects

AIC.lqmm

Akaike Information Criterion for LQMM

gauss.quad

Gaussian Quadrature

lqm

Fitting Linear Quantile Models

summary.lqm

Summary for an lqm Object

dal

The Asymmetric Laplace Distribution

summary.boot.lqmm

Summary for a boot.lqmm Object