Modelling Binary Data

Sommario

Introduction. Statistical Inference for Binary Data. Models for Binary and Binomial Data. Bioassay and some other Applications. Model Checking. Overdispersion. Modelling Data from Epidemiological Studies. Mixed Models for Binary Data. Exact Methods. Some Additional Topics. Computer Software for Modelling Binary Data. Appendices.

Info autore

David Collett

Riassunto

A practical guide to statistical methods which reflects developments in the field. It includes a chapter introducing mixed models for binary data analysis and another on methods for modelling binary data. It also includes material on modelling ordered categorical data and provides a summary of the leading software packages.

Dettagli sul prodotto

• Autori: David Collett, David (Nhs Blood and Transplant Collett, David (Uk Transplant Collett, Collett David
• Con la collaborazione di: Chris Chatfield (Editore della collana), Jim Lindsey (Editore della collana), Martin A. Tanner (Editore della collana), Jim Zidek (Editore della collana)
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 31.12.2018
• EAN: 9781138469563
• ISBN: 978-1-138-46956-3
• Pagine: 408
• Serie: Chapman & Hall/CRC Texts in Statistical Science
• Categorie: Scienze naturali, medicina, informatica, tecnica > Matematica > Teoria delle probabilità, stocastica, statistica matematica; MATHEMATICS / Probability & Statistics / General, Biology, life sciences, Probability & statistics, Probability and statistics