Statistical modeling and computation / Dirk P. Kroese, Joshua C.C. Chan.
| Author/creator | Kroese, Dirk P. |
| Other author | Chan, Joshua (Joshua C. C.) |
| Format | Electronic |
| Publication Info | New York : Springer, [2014] |
| Description | xx, 400 pages : illustrations ; 24 cm |
| Supplemental Content | Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2014 English International |
| Supplemental Content | Full text available from Springer Books |
| Subjects |
| Contents | 1. Probability models -- 2. Random variables and probability distributions -- 3. Joint distributions -- 4. Common statistical models -- 5. Statistical inference -- 6. Likelihood -- 7. Monte Carlo sampling -- 8. Bayesian inferences -- 9. Generalized linear models -- 10. Dependent data models -- 11. State space models -- A. MATLAB primer -- B. Mathematical supplement. |
| 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 | 2013948920 |
| ISBN | 9781461487746 (hbk. : alk. paper) |
| ISBN | 1461487749 (hbk. : alk. paper) |
| Standard identifier# | 10.1007/978-14614-8775-3 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |