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portada Statistical Modeling and Computation (in English)
Type
Physical Book
Publisher
Year
2013
Language
English
Pages
400
Format
Hardcover
ISBN13
9781461487746
Edition No.
2014

Statistical Modeling and Computation (in English)

Dirk P. Kroese; Joshua C.c. Chan (Author) · Springer · Hardcover

Statistical Modeling and Computation (in English) - Dirk P. Kroese; Joshua C.C. Chan

Physical Book

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Synopsis "Statistical Modeling and Computation (in English)"

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.​

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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.

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