Introductory Statistical Inference: 1st Edition (e-Book) book cover

Introductory Statistical Inference

1st Edition

By Nitis Mukhopadhyay

Chapman and Hall/CRC

304 pages

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Paperback: 9780367391157
pub: 2019-09-11
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Hardback: 9781574446135
pub: 2006-02-07
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pub: 2006-02-07
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Description

This gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, figures, tables, and computer simulations to develop and illustrate concepts. Drills and boxed summaries emphasize and reinforce important ideas and special techniques.

Beginning wi

Table of Contents

Review of Probability and Related Concepts. Sufficiency, Completeness, and Ancillarity. Point Estimation. Tests of Hypotheses. Confidence Interval Estimation. Bayesian Methods. Likelihood Ratio and Other Tests. Large-Sample Inference. Sample Size Determination: Two-Stage Procedures. Regression Analysis: Fitting a Straight Line. Nonparametric Methods. Bootstrap Methods. Appendix. References.

Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General