Bayesian Quantile Regression for Ordinal Models

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Documentation for package ‘bqror’ version 1.7.1

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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