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lqmm (version 1.01)

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

1.01

License

GPL (>= 3)

Maintainer

Marco Geraci

Last Published

May 31st, 2012

Functions in lqmm (1.01)

labor

Labor Pain Data
AIC.lqm

Akaike Information Criterion for LQM
boot.lqmm

Bootstrapping Linear Quantile Mixed Models
summary.boot.lqm

Summary for a boot.lqm Object
lqmm-internal

Internal lqmm objects
cov.lqmm

Extract Variance-Covariance Matrix
asOneFormula

Combine Formulas of a Set of Objects
lqmControl

Control parameters for lqm estimation
lqmm.fit.df

Linear Quantile Mixed Models Fitting by Derivative-Free Optimization
coef.lqm

Extract LQM Coefficients
gauss.quad

Gaussian Quadrature
boot.lqm

Bootstrapping Linear Quantile Models
lqmm-package

Linear Quantile Models and Linear Quantile Mixed Models
predict.lqm

Predictions from an lqm Object
print.summary.lqm

Print an lqm Summary Object
print.lqmm

Print an lqmm Object
gauss.quad.prob

Gaussian Quadrature
print.summary.lqmm

Print an lqmm Summary Object
mleAL

Maximum Likelihood Estimation of Asymmetric Laplace Distribution
dal

The Asymmetric Laplace Distribution
summary.lqm

Summary for an lqm Object
lqm.fit.gs

Quantile Regression Fitting by Gradient Search
Orthodont

Growth curve data on an orthdontic measurement
residuals.lqmm

Residuals from an lqmm Object
residuals.lqm

Residuals from an lqm Object
summary.boot.lqmm

Summary for a boot.lqmm Object
predict.lqmm

Predictions from an lqmm Object
lqmm

Fitting Linear Quantile Mixed Models
lqmm.fit.gs

Linear Quantile Mixed Models Fitting by Gradient Search
coef.lqmm

Extract LQMM Coefficients
logLik.lqmm

Extract Log-Likelihood
extractBoot.lqmm

Extract Fixed and Random Bootstrapped Parameters
lqmmControl

Control parameters for lqmm estimation
summary.lqmm

Summary for an lqmm Object
raneff.lqmm

Random Effects
Tfun

Accessory Functions for Duplication Matrices
make.positive.definite

Compute Nearest Positive Definite Matrix
lqm.counts

Quantile Regression for Counts
quad

Accessory Functions
permutations

Permutations
AIC.lqmm

Akaike Information Criterion for LQMM
F.lqm

Accessory Function
meanAL

Functions for Asymmetric Laplace Distribution Parameters
addnoise

Jittering
logLik.lqm

Extract Log-Likelihood
print.lqm

Print an lqm Object
is.positive.definite

Test for Positive Definiteness
lqm

Fitting Linear Quantile Models