Computer intensive methods in statistics / Silvelyn Zwanzig, Behrang Mahjani.
| Author/creator | Zwanzig, Silvelyn |
| Other author | Mahjani, Behrang. |
| Format | Electronic |
| Publication Info | Boca Raton : CRC Press/Taylor & Francis Group, [2020] |
| Description | xiii, 212 pages : illustrations ; 24 cm |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | Random variable generation -- Monte Carlo methods -- Bootstrap -- Simulation based methods -- Density estimation -- Nonparametric regression. |
| Abstract | "This book gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Chain Monte Carlo (MCMC) methods, Bootstrap, EM algorithms, SIMEX, variable selection, density estimators, kernel estimators, orthogonal and local polynomial estimators, wavelet estimators, splines, and model assessment. It is written for students at Master's and PhD level"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references (pages 207-210) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2019042621 |
| ISBN | 9780367194239 (paperback) |
| ISBN | 9780367194253 (hardback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |