Bayesian Multilevel Quantile Regression

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Documentation for package ‘bqmm’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

ald	The asymmetric Laplace family for quantile regression
as.matrix.bqmm	Coerce a bqmm fit to a matrix of posterior draws
as_draws.bqmm	Convert a bqmm fit to a posterior draws object
bqmm	Bayesian multilevel quantile regression
bqmm_prior	Priors for a Bayesian quantile mixed model
coef.bqmm	Extract model coefficients
coef.bqmm_multi	Coefficient-versus-tau matrix for a bqmm_multi fit
confint.bqmm	Confidence (credible) intervals for the fixed effects
fitted.bqmm	Linear predictor (conditional tau-quantile) at the posterior median
fixef.bqmm	Posterior-median fixed effects
log_lik.bqmm	Pointwise log-likelihood draws
nobs.bqmm	Number of observations used in the fit
plot.bqmm	Plot a bqmm fit
plot.bqmm_multi	Plot coefficient-versus-tau paths for a bqmm_multi fit
posterior_epred.bqmm	Draws of the expected response (conditional tau-quantile)
posterior_predict.bqmm	Draws from the posterior predictive distribution
predict.bqmm	Predictions from a bqmm fit
ranef.bqmm	Posterior-median random effects
rearrange_quantiles	Rearrange fitted quantiles to remove crossing
residuals.bqmm	Residuals from a bqmm fit
summary.bqmm	Summarize a bqmm fit
summary.bqmm_multi	Summarize a bqmm_multi fit
VarCorr.bqmm	Random-effect standard deviations and correlations
vcov.bqmm	Variance-covariance of the fixed effects