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 for OR1 model |
covEffectOR2 |
Covariate effect for OR2 model |
data25j3 |
Simulated data from OR2 model for p = 0.25 (i.e., 25th quantile) |
data25j4 |
Simulated data from OR1 model for p = 0.25 (i.e., 25th quantile) |
data50j3 |
Simulated data from OR2 model for p = 0.5 (i.e., 50th quantile) |
data50j4 |
Simulated data from OR1 model for p = 0.5 (i.e., 50th quantile) |
data75j3 |
Simulated data from OR2 model for p = 0.75 (i.e., 75th quantile) |
data75j4 |
Simulated data from OR1 model for p = 0.75 (i.e., 75th quantile) |
devianceOR1 |
Deviance Information Criterion for OR1 model |
devianceOR2 |
Deviance Information Criterion for OR2 model |
drawbetaOR1 |
Samples beta for OR1 model |
drawbetaOR2 |
Samples beta for model OR2 |
drawdeltaOR1 |
Samples delta for OR1 model |
drawlatentOR1 |
Samples latent variable z for OR1 model |
drawlatentOR2 |
Samples latent variable z for OR2 model |
drawnuOR2 |
Samples scale factor nu for OR2 model |
drawsigmaOR2 |
Samples sigma for OR2 model |
drawwOR1 |
Samples latent weight w for OR1 model |
Educational_Attainment |
Educational Attainment study based on data from the National Longitudinal Study of Youth (NLSY, 1979) survey. |
infactorOR1 |
Inefficiency factor for OR1 model |
infactorOR2 |
Inefficiency factor for OR2 model |
logLik |
Extractor function for log marginal likelihood for OR1 model |
logLik.bqrorOR1 |
Extractor function for log marginal likelihood for OR1 model |
logMargLikeOR1 |
Logarithm marginal likelihood for OR1 model |
logMargLikeOR2 |
Marginal likelihood for 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 for OR1 model |
qrnegLogLikensumOR1 |
Negative log-likelihood for OR1 model |
qrnegLogLikeOR2 |
Negative sum of log-likelihood for OR2 model |
quantregOR1 |
Bayesian quantile regression for OR1 model |
quantregOR2 |
Bayesian quantile regression for OR2 model |
rndald |
Generates random numbers from an AL distribution |