Statistical Modeling and Computation download free [PDF and Ebook] by Dirk P. Kroese

Statistical Modeling and Computation download free [PDF and Ebook] by Dirk P. Kroese year 2013
  • Book name: Statistical Modeling and Computation
  • Author: Dirk P. Kroese
  • Release date: 2013/2/12
  • Language: English
  • Genre or Collection: Computing
  • ISBN: 9781461487746
  • Rating: 7.37 of 10
  • Votes: 490
  • Review by: Ember Fusco
  • Review rating: 7.99 of 10
  • Review Date: 2018/9/11
  • Total pages: 400
  • Includes a PDF summary of 36 pages
  • Description or summary of the book: 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.
  • Estimated reading time (average reader): 18H19M59S
  • Other categories, genre or collection: Epidemiology & Medical Statistics, Probability & Statistics, Mathematical & Statistical Software
  • Available formats: WORD, OEB, PDF, DOC, TXT, EPUB, ODT, HTML. Compressed in 7-ZIP, TAR.7Z, RAR, ZIP, TAR.Z, CAB
  • Download servers: Hotfile,, 4Shared, Uploaded, Filedropper, FileServe, MEGA, Google Drive, RoarFiles
  • Format: Hardback
  • Approximate value: 87.24 USD
  • Dimensions: 155x235x27.94mm
  • Weight: 842g
  • Printed by: Not Available
  • Published in: New York, NY, United States

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