Bayesian Quantile Regression for Ordinal Models


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Documentation for package ‘bqror’ version 1.2.0

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alcdf Asymmetric Laplace distribution
alcdfstd CDF of standard asymmetric Laplace distribution
bqror Bayesian quantile regression for ordinal models
covariateEffect_or1 Covariate effect for Bayesian quantile regression for ordinal quantile model with more than 3 outcomes
covariateEffect_or2 Covariate effect for Bayesian quantile regression for ordinal quantile model with 3 outcomes
data25j3 Data containing 500 observations generated from the quantile ordinal model with 3 outcomes and p = 0.25 (i.e., 25th quantile)
data25j4 Data containing 500 observations generated from the quantile ordinal model with 4 outcomes and p = 0.25 (i.e., 25th quantile)
data50j3 Data containing 500 observations generated from the quantile ordinal model with 3 outcomes and p = 0.5 (i.e., 50th quantile)
data50j4 Data containing 500 observations generated from the quantile ordinal model with 4 outcomes and p = 0.5 (i.e., 50th quantile)
data75j3 Data containing 500 observations generated from the quantile ordinal model with 3 outcomes and p = 0.75 (i.e., 75th quantile)
data75j4 Data containing 500 observations generated from the quantile ordinal model with 4 outcomes and p = 0.75 (i.e., 75th quantile)
deviance_or1 Deviance Information Criteria for ordinal quantile model with more than 3 outcomes
deviance_or2 Deviance Information Criteria for ordinal quantile model with 3 outcomes
drawbeta_or1 Samples beta for ordinal quantile model with more than 3 outcomes
drawbeta_or2 Samples beta for ordinal quantile model with 3 outcomes
drawdelta_or1 Samples delta for ordinal quantile model with more than 3 outcomes
drawlatent_or1 Samples the latent variable z for ordinal quantile model with more than 3 outcomes
drawlatent_or2 Samples the latent variable z for ordinal quantile model with 3 outcomes
drawnu_or2 Samples the scale factor nu for ordinal quantile model with 3 outcomes
drawsigma_or2 Samples the sigma for ordinal quantile model with 3 outcomes
draww_or1 Samples the latent weight w for ordinal quantile model with more than 3 outcomes
Educational_Attainment The data consists of information on educational attainment and other variables for 3,923 individuals and is taken from the National Longitudinal Study of Youth (NLSY, 1979) survey.
infactor_or1 Inefficiency factor for ordinal quantile model with more than 3 outcomes
infactor_or2 Inefficiency factor for ordinal quantile model with 3 outcomes
logMargLikelihood_or1 Marginal likelihood for ordinal quantile model with more than 3 outcomes
logMargLikelihood_or2 Marginal likelihood for ordinal quantile model with 3 outcomes
Policy_Opinion The data consists of public opinion on raising federal income taxes on the rich and a host of other variables for 1,164 individuals and is taken from the 2010-2012 American National Election Studies (ANES) on the Evaluation of Government and Society Study I (EGSS 1)
qrminfundtheorem Minimize the negative of log-likelihood
qrnegLogLikensum_or1 Negative log-likelihood for ordinal quantile model with more than 3 outcomes
qrnegLogLike_or2 Negative log-likelihood for ordinal quantile model with 3 outcomes
quantreg_or1 Bayesian quantile regression for ordinal quantile model with more than 3 outcomes
quantreg_or2 Bayesian quantile regression for ordinal quantile model with 3 outcomes
rndald Generates random numbers from an asymmetric Laplace distribution
traceplot_or1 Trace plots for ordinal quantile model with more than 3 outcomes
traceplot_or2 Trace plots for ordinal quantile model with 3 outcomes