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 InfoNew York : Springer, [2014]
Descriptionxx, 400 pages : illustrations ; 24 cm
Supplemental ContentFull text available from Springer Nature - Springer Mathematics and Statistics eBooks 2014 English International
Supplemental ContentFull 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 noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2013948920
ISBN9781461487746 (hbk. : alk. paper)
ISBN1461487749 (hbk. : alk. paper)
Standard identifier# 10.1007/978-14614-8775-3

Availability

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Electronic Resources Access Content Online ✔ Available