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## Bayesian Analysis Reference Manual

 Publisher: Stata Press Copyright: 2021 ISBN-13: 978-1-59718-324-6 Pages: 817 Supplemental materials Introduction to Bayesian analysis using Stata training course

 Intro Introduction to Bayesian analysis Bayesian commands Introduction to commands for Bayesian analysis Bayesian estimation Bayesian estimation commands bayes Bayesian regression models using the bayes prefix bayesmh Bayesian models using Metropolis–Hastings algorithm bayesmh evaluators User-defined evaluators with bayesmh Bayesian postestimation Postestimation tools for bayesmh and the bayes prefix bayesgraph Graphical summaries and convergence diagnostics bayesstats Bayesian statistics after Bayesian estimation bayesstats ess Effective sample sizes and related statistics bayesstats grubin Gelman–Rubin convergence diagnostics bayesstats ic Bayesian information criteria and Bayes factors bayesstats ppvalues Bayesian predictive p-values and other predictive summaries bayesstats summary Bayesian summary statistics bayestest Bayesian hypothesis testing bayestest interval Interval hypothesis testing bayestest model Hypothesis testing using model posterior probabilities bayespredict Bayesian predictions set clevel Set default credible level bayes: betareg Bayesian beta regression bayes: binreg Bayesian generalized linear models: Extensions to the binomial family bayes: biprobit Bayesian bivariate probit regression bayes: clogit Bayesian conditional logistic regression bayes: cloglog Bayesian complementary log-log regression bayes: fracreg Bayesian fractional response regression bayes: glm Bayesian generalized linear models bayes: gnbreg Bayesian generalized negative binomial regression bayes: heckman Bayesian Heckman selection model bayes: heckoprobit Bayesian ordered probit model with sample selection bayes: heckprobit Bayesian probit model with sample selection bayes: hetoprobit Bayesian heteroskedastic ordered probit regression bayes: hetprobit Bayesian heteroskedastic probit regression bayes: hetregress Bayesian heteroskedastic linear regression bayes: intreg Bayesian interval regression bayes: logistic Bayesian logistic regression, reporting odds ratios bayes: logit Bayesian logistic regression, reporting coefficients bayes: mecloglog Bayesian multilevel complementary log-log regression bayes: meglm Bayesian multilevel generalized linear model bayes: meintreg Bayesian multilevel interval regression bayes: melogit Bayesian multilevel logistic regression bayes: menbreg Bayesian multilevel negative binomial regression bayes: meologit Bayesian multilevel ordered logistic regression bayes: meoprobit Bayesian multilevel ordered probit regression bayes: mepoisson Bayesian multilevel Poisson regression bayes: meprobit Bayesian multilevel probit regression bayes: mestreg Bayesian multilevel parametric survival models bayes: metobit Bayesian multilevel tobit regression bayes: mixed Bayesian multilevel linear regression bayes: mlogit Bayesian multinomial logistic regression bayes: mprobit Bayesian multinomial probit regression bayes: mvreg Bayesian multivariate regression bayes: nbreg Bayesian negative binomial regression bayes: ologit Bayesian ordered logistic regression bayes: oprobit Bayesian ordered probit regression bayes: poisson Bayesian Poisson regression bayes: probit Bayesian probit regression bayes: regress Bayesian linear regression bayes: streg Bayesian parametric survival models bayes: tnbreg Bayesian truncated negative binomial regression bayes: tobit Bayesian tobit regression bayes: tpoisson Bayesian truncated Poisson regression bayes: truncreg Bayesian truncated regression bayes: var Bayesian vector autoregressive models bayes: var postestimation Postestimation tools for bayes: var bayesvarstable Check the stability condition of Bayesian VAR estimates bayesfcast Bayesian dynamic forecasts bayesfcast compute Compute Bayesian dynamic forecasts bayesfcast graph Graphs of Bayesian dynamic forecasts bayesirf Bayesian IRFs, dynamic-multiplier functions, and FEVDs bayesirf create Obtain Bayesian IRFs, dynamic-multiplier functions, and FEVDs bayesirf graph Graphs of Bayesian IRFs, dynamic-multiplier functions, and FEVDs bayesirf cgraph Combined graphs of Bayesian IRF results bayesirf ograph Overlaid graphs of Bayesian IRF results bayesirf table Tables of Bayesian IRFs, dynamic-multiplier functions, and FEVDs bayesirf ctable Combined tables of Bayesian IRF results bayes: xtlogit Bayesian random-effects logit model bayes: xtmlogit Bayesian random-effects multinomial logit model bayes: xtnbreg Bayesian random-effects negative binomial model bayes: xtologit Bayesian random-effects ordered logistic model bayes: xtoprobit Bayesian random-effects ordered probit model bayes: xtpoisson Bayesian random-effects Poisson model bayes: xtprobit Bayesian random-effects probit model bayes: xtreg Bayesian random-effects linear model bayes: zinb Bayesian zero-inflated negative binomial regression bayes: ziologit Bayesian zero-inflated ordered logit regression bayes: zioprobit Bayesian zero-inflated ordered probit regression bayes: zip Bayesian zero-inflated Poisson regression Glossary Combined author index Combined subject index