R: Bayesian Quantile Regression for Ordinal Models

# Bayesian Quantile Regression for Ordinal Models

## Documentation for package ‘bqror’ version 1.7.1

- DESCRIPTION file.

## Help Pages

alcdf | cdf of an asymmetric Laplace distribution
alcdfstd | cdf of a standard asymmetric Laplace distribution
bqror | Bayesian quantile regression for ordinal models
covEffectOR1 | Covariate effect in the OR1 model
covEffectOR2 | Covariate effect in the OR2 model
data25j3 | Simulated data from the OR2 model for p = 0.25 (i.e., 25th quantile)
data25j4 | Simulated data from the OR1 model for p = 0.25 (i.e., 25th quantile)
data50j3 | Simulated data from the OR2 model for p = 0.5 (i.e., 50th quantile)
data50j4 | Simulated data from the OR1 model for p = 0.5 (i.e., 50th quantile)
data75j3 | Simulated data from the OR2 model for p = 0.75 (i.e., 75th quantile)
data75j4 | Simulated data from the OR1 model for p = 0.75 (i.e., 75th quantile)
dicOR1 | Deviance Information Criterion in the OR1 model
dicOR2 | Deviance Information Criterion in the OR2 model
drawbetaOR1 | Samples beta in the OR1 model
drawbetaOR2 | Samples beta in the OR2 model
drawdeltaOR1 | Samples delta in the OR1 model
drawlatentOR1 | Samples latent variable z in the OR1 model
drawlatentOR2 | Samples latent variable z in the OR2 model
drawnuOR2 | Samples scale factor nu in the OR2 model
drawsigmaOR2 | Samples sigma in the OR2 model
drawwOR1 | Samples latent weight w in the OR1 model
Educational_Attainment | Educational Attainment study based on data from the National Longitudinal Study of Youth (NLSY, 1979) survey.
ineffactorOR1 | Inefficiency factor in the OR1 model
ineffactorOR2 | Inefficiency factor in the OR2 model
logMargLikeOR1 | Marginal likelihood in the OR1 model
logMargLikeOR2 | Marginal likelihood in the OR2 model
Policy_Opinion | Data contains public opinion on the proposal to raise federal income taxes for couples (individuals) earning more than $250,000 ($200,000) per year and a host of other covariates. The data is taken from the 2010-2012 American National Election Studies (ANES) on the Evaluation of Government and Society Study I (EGSS 1)
qrminfundtheorem | Minimizes the negative of log-likelihood in the OR1 model
qrnegLogLikensumOR1 | Negative log-likelihood in the OR1 model
qrnegLogLikeOR2 | Negative sum of log-likelihood in the OR2 model
quantregOR1 | Bayesian quantile regression in the OR1 model
quantregOR2 | Bayesian quantile regression in the OR2 model
rndald | Generates random numbers from an AL distribution
summary.bqrorOR1 | Extractor function for summary
summary.bqrorOR2 | Extractor function for summary