Flexible Bayesian regression modelling. (2019)

• Record Type: Book
• Further Information: Note: Edited by Yanan Fan, David Nott, Mike S. Smith, Jean-Luc Dortet-Bernadet.
• Editors: Fan, Y (Yanan); Nott, David; Smith, Mike S; Dortet-Bernadet, Jean-Luc
• Contents: 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
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 519.536; Regression analysis -- Mathematical models; Bayesian statistical decision theory
• Languages: English
• ISBNs: 9780128158630
• Related ISBNs: 9780128158623
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.