| Item Description: | 1. Bayesian Quantile Regression with the Asymmetric Laplace Distribution 2. A Vignette on Model-Based Quantile Regression: Analyzing Excess-Zero Response 3. Bayesian Nonparametric Density Regression for Ordinal Responses 4. Non-standard Flexible Regression via Variational Bayes 5. Bayesian Mixed Binary-Continuous Copula Regression with an Application to Childhood Undernutrition 6. Bayesian Nonparametric Methods for Financial and Microeconomic Time Series Analysis 7. Bayesian Spectral Analysis Regression 8. Flexible Regression Modelling Under Shape Constraints 9. Scalable Bayesian Variable Selection for aNegative Binomial Regression Models. |
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