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Theory and Methods of Statistics

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by P. K. Bhattacharya & Prabir Burman
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Theory and Methods of Statistics by P. K. Bhattacharya & Prabir Burman

Theory and Methods of Statistics covers essential topics for advanced graduate students and professional research statisticians. This comprehensive resource covers many important areas in one manageable volume, including core subjects such as probability theory, mathematical statistics, and linear models, and various special topics, including nonparametrics, curve estimation, multivariate analysis, time series, and resampling. The book presents subjects such as "maximum likelihood and sufficiency," and is written with an intuitive, heuristic approach to build reader comprehension. It also includes many probability inequalities that are not only useful in the context of this text, but also as a resource for investigating convergence of statistical procedures.

  • Codifies foundational information in many core areas of statistics into a comprehensive and definitive resource
  • Serves as an excellent text for select master's and PhD programs, as well as a professional reference
  • Integrates numerous examples to illustrate advanced concepts
  • Includes many probability inequalities useful for investigating convergence of statistical procedures

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Ebook Details
Pages: 544
Size: 12.0 MB
Publisher: Academic Press
Date published:   2016
ISBN: 9780128041239 (DRM-EPUB)
2370007561292 (DRM-PDF)

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Nonfiction > Mathematics > Probability & Statistics

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