Statistical inference /

Summary: Casella and Berger's new edition builds the theoretical statistics from the first principals of probability theory. Thoroughly and completely, the authors start with the basics of probability and then move on to develop the theory of statistical inference using techniques, definitions, and... Full description

Main Author: Casella, George.
Other Authors: Berger, Roger L.
Format: Book
Language: English
Published: Pacific Grove, Calif. : Duxbury/Thomson Learning, 2002
Delhi Cengage Learning India private Limited
Edition: 2nd ed.
Series: Duxbury advanced series.
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Table of Contents:
  • TOC
  • Probability theory
  • Transformations and expectations
  • Common families of distributions
  • Multiple random variables
  • Properties of a random sample
  • Principles of data reduction
  • Point estimation
  • Hypothesis testing
  • Interval estimation
  • Asymptotic evaluations
  • Analysis of variance and regression
  • Regression models.

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