Linear Quantile Mixed Models


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Documentation for package ‘lqmm’ version 1.02

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lqmm-package Linear Quantile Models and Linear Quantile Mixed Models
addnoise Jittering
AIC.lqm Akaike Information Criterion for LQM
AIC.lqmm Akaike Information Criterion for LQMM
allVarsRec Combine Formulas of a Set of Objects
asOneFormula Combine Formulas of a Set of Objects
boot.lqm Bootstrapping Linear Quantile Models
boot.lqmm Bootstrapping Linear Quantile Mixed Models
coef.lqm Extract LQM Coefficients
coef.lqmm Extract LQMM Coefficients
cov.lqmm Extract Variance-Covariance Matrix
covHandling Accessory Functions
createLaguerre Accessory Functions
dal The Asymmetric Laplace Distribution
errorHandling Accessory Functions
extractAll Accessory Functions
extractBoot.lqmm Extract Fixed and Random Bootstrapped Parameters
F.lqm Accessory Function
gauss.quad Gaussian Quadrature
gauss.quad.prob Gaussian Quadrature
invTfun Accessory Functions for Duplication Matrices
invvarAL Functions for Asymmetric Laplace Distribution Parameters
is.positive.definite Test for Positive Definiteness
labor Labor Pain Data
logLik.lqm Extract Log-Likelihood
logLik.lqmm Extract Log-Likelihood
loglik.s Accessory Functions
loglik.t Accessory Functions
lqm Fitting Linear Quantile Models
lqm.counts Quantile Regression for Counts
lqm.fit.gs Quantile Regression Fitting by Gradient Search
lqmControl Control parameters for lqm estimation
lqmm Fitting Linear Quantile Mixed Models
lqmm.fit.df Linear Quantile Mixed Models Fitting by Derivative-Free Optimization
lqmm.fit.gs Linear Quantile Mixed Models Fitting by Gradient Search
lqmmControl Control parameters for lqmm estimation
make.positive.definite Compute Nearest Positive Definite Matrix
meanAL Functions for Asymmetric Laplace Distribution Parameters
mleAL Maximum Likelihood Estimation of Asymmetric Laplace Distribution
Orthodont Growth curve data on an orthdontic measurement
pal The Asymmetric Laplace Distribution
permutations Permutations
predict.lqm Predictions from an 'lqm' Object
predict.lqmm Predictions from an 'lqmm' Object
print.lqm Print an 'lqm' Object
print.lqmm Print an 'lqmm' Object
print.summary.lqm Print an 'lqm' Summary Object
print.summary.lqmm Print an 'lqmm' Summary Object
qal The Asymmetric Laplace Distribution
quad Accessory Functions
ral The Asymmetric Laplace Distribution
raneff.lqmm Random Effects
residuals.lqm Residuals from an 'lqm' Object
residuals.lqmm Residuals from an 'lqmm' Object
summary.boot.lqm Summary for a 'boot.lqm' Object
summary.boot.lqmm Summary for a 'boot.lqmm' Object
summary.lqm Summary for an 'lqm' Object
summary.lqmm Summary for an 'lqmm' Object
Tfun Accessory Functions for Duplication Matrices
theta.z.dim Accessory Functions
varAL Functions for Asymmetric Laplace Distribution Parameters