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Author:
Kroese, Dirk P., author.
Title:
Statistical modeling and computation / Dirk P. Kroese, Joshua C.C. Chan.
Publisher:
Springer,
Copyright Date:
2014
Description:
xx, 400 pages : illustrations ; 24 cm
Subject:
MATLAB.
Statistics.
Probabilities.
Mathematical models.
Other Authors:
Chan, Joshua (Joshua C. C.), author.
Notes:
Includes bibliographical references and index.
Contents:
B. Mathematical supplement. 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.
ISBN:
1461487749 (hbk.)
9781461487746 (hbk.)
OCLC:
(OCoLC)857954634
Locations:
OVUX522 -- University of Iowa Libraries (Iowa City)

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