Modern Applied Regressions Bayesian and frequentist analysis of categorical and limited response variables with R and Stan / Jun Xu.
| Author/creator | Xu, Jun |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : Taylor and Francis, 2023. |
| Description | pages cm. |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Subjects |
| Series | Chapman and Hall/CRC statistics in the social and behavioral |
| Abstract | "Modern Applied Regressions creates an intricate and colorful mural with mosaics of categorical and limited response variable (CLRV) models using both Bayesian and Frequentist approaches. Written for graduate students, junior researchers, and quantitative analysts in behavioral, health, and social sciences, this text provides details for doing Bayesian and frequentist data analysis of CLRV models. This book first scaffolds both Bayesian and frequentist paradigms for regression analysis, and then moves onto different types of categorical and limited response variable models, including binary, ordered, multinomial, count, and survival regression"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2022023861 |
| ISBN | 9780367173876 (hardback) |
| ISBN | 9781032376745 (paperback) |
| ISBN | (ebook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |