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Könyv Statistical Modeling and Computation Dirk P. Kroese

Statistical Modeling and Computation

Szerző: Dirk P. Kroese, Joshua C. C. Chan
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer-Verlag New York Inc.
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
45 009 Ft
This textbook on statistical modeling and statistical inference will assist advanced undergraduate a...

Információk a könyvről

Szerző
Dirk P. Kroese, Joshua C. C. Chan
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
400
EAN
9781493953325
ISBN
149395332X
Enbook ID
13741822
Kiadó
Springer-Verlag New York Inc.
Súly
636
Méretek
235 x 159 x 24

Teljes leírás

This textbook on statistical modeling and statistical inference will assist advanced undergraduate and graduate students. Statistical Modeling and Computation provides a unique introduction to modern Statistics from both classical and Bayesian perspectives. It also offers an integrated treatment of Mathematical Statistics and modern statistical computation, emphasizing statistical modeling, computational techniques, and applications. Each of the three parts will cover topics essential to university courses. Part I covers the fundamentals of probability theory. In Part II, the authors introduce a wide variety of classical models that include, among others, linear regression and ANOVA models. In Part III, the authors address the statistical analysis and computation of various advanced models, such as generalized linear, state-space and Gaussian models. Particular attention is paid to fast Monte Carlo techniques for Bayesian inference on these models. Throughout the book the authors include a large number of illustrative examples and solved problems. The book also features a section with solutions, an appendix that serves as a MATLAB primer, and a mathematical supplement.ż

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