Bayesian Quantile Regression for Ordinal Models


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Documentation for package ‘bqror’ version 0.1.6

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alcdf Asymmetric Laplace Distribution
alcdfstdg3 CDF of a standard Asymmetric Laplace Distribution
bqror Bayesian Quantile Regression for Ordinal Models
covariate_effect Covariate Effect for Bayesian Quantile Regression for Ordinal Models
data25j3 data25j3 Data with 300 observations for p = 0.25 with 3 outcomes
data25j4 data25j4 Data with 300 observations for p = 0.25 with 4 outcomes
data50j3 data50j3 Data with 300 observations for p = 0.5 with 3 outcomes
data50j4 data50j4 Data with 300 observations for p = 0.5 with 4 outcomes
data75j3 data75j3 Data with 300 observations for p = 0.75 with 3 outcomes
data75j4 data75j4 Data with 300 observations for p = 0.75 with 4 outcomes
deviance3 Deviance Information Criteria for Ordinal Models with 3 outcomes
devianceg3 Deviance Information Criteria for Ordinal Models with more than 3 outcomes
drawbeta3 Samples beta for an Ordinal Model with 3 outcomes
drawbetag3 Samples beta for an Ordinal Model with more than 3 outcomes
drawdeltag3 Samples the delta for an Ordinal Model with more than 3 outcomes
drawlatent3 Samples the Latent Variable z for an Ordinal Model with 3 outcomes
drawlatentg3 Samples the Latent Variable z for an Ordinal Models with more than 3 outcomes
drawnu3 Samples the scale factor nu for an Ordinal Model with 3 outcomes
drawsigma3 Samples the sigma for an Ordinal Model with 3 outcomes
drawwg3 Samples the latent weight w for an Ordinal Model with more than 3 outcomes
Educational_Attainment Educational_Attainment This data-set is based on National Longitudinal Study Youth (NLSY, 1979) survey data. The data is used to analyze the study returns to schooling.
inefficiency_factor3 Inefficiency Factor for Ordinal Models with 3 outcomes
inefficiency_factorg3 Inefficiency Factor for Ordinal Models with more than 3 outcomes
negLoglikelihood NegLoglikelihood function for Ordinal Models with 3 outcomes
Policy_Opinion Policy_Opinion The data-set is based on the survey conducted by American National Election Studies (ANES) in 2010-2012. This data talks about the public opinion on the pro-growth tax policy, considered to raise the federal income taxes for couples (individuals) earning more than $250,000 ($200,000) per year.
qrminfundtheorem Minimize the negative of log-likelihood
qrnegloglikensum Negative log-likelihood for Ordinal Models with more than 3 outcomes
quan_reg3 Bayesian Quantile Regression for Ordinal Models with 3 outcomes
quan_regg3 Bayesian Quantile Regression for Ordinal Models with more than 3 outcomes
rndald Generates random numbers from an Asymmetric Laplace Distribution
trace_plot3 Trace Plots for Ordinal Models with 3 outcomes
trace_plotg3 Trace Plots for Ordinal Models with more than 3 outcomes