Bayesian nonparametric data analysis. ([2015])

• Record Type: Book
• Further Information: Note: Peter Müller, Fernando Andrés Quintana, Alejandro Jara, Tim Hanson.
• Authors: Müller, Peter, 1963 August 9; Quintana, Fernando Andrés; Jara, Alejandro; Hanson, Tim
• Contents: Preface -- Acronyms -- 1. Introduction -- 2. Density Estimation -- DP Models -- 3. Density Estimation -- Models Beyond the DP -- 4. Regression -- 5. Categorical Data -- 6. Survival Analysis -- 7. Hierarchical Models -- 8. Clustering and Feature Allocation -- 9. Other Inference Problems and Conclusions -- Appendix: DP package.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2015
• Extent: 1 online resource
• Subjects: 519.542; Statistics; Bayesian statistical decision theory; Mathematical statistics; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Bayesian statistical decision theory; Computers -- Mathematical & Statistical Software; Medical -- Biostatistics; Mathematical & statistical software; Probability & statistics; Electronic books
• Languages: English
• ISBNs: 9783319189680; 3319189689; 3319189670; 9783319189673
• Related ISBNs: 9783319189673
• Notes: Note: Vendor-supplied metadata.
• 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.