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Statistical Intervals: A Guide for Practitioners

Statistical Intervals: A Guide for Practitioners

Gerald J. Hahn, William Q. Meeker

ISBN: 978-0-470-31677-1 October 2011 416 Pages

O-Book
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Description

Presents a detailed exposition of statistical intervals and emphasizes applications in industry. The discussion differentiates at an elementary level among different kinds of statistical intervals and gives instruction with numerous examples and simple math on how to construct such intervals from sample data. This includes confidence intervals to contain a population percentile, confidence intervals on probability of meeting specified threshold value, and prediction intervals to include observation in a future sample. Also has an appendix containing computer subroutines for nonparametric statistical intervals.
Overview of Different Types of Statistical Intervals.

Constructing Statistical Intervals Assuming a Normal DistributionUsing Simple Tabulations.

Methods for Calculating Statistical Intervals for a NormalDistribution.

Distribution-Free Statistical Intervals.

Statistical Intervals for Proportions and Percentages (BinomialDistribution).

Statistical Intervals for the Number of Occurrences (PoissonDistribution).

Sample Size Requirements for Confidence Intervals on PopulationParameters.

Sample Size Requirements for Tolerance Intervals, Tolerance Bounds,and Demonstration Tests.

Sample Size Requirements for Prediction Intervals.

A Review of Other Statistical Intervals.

Other Methods for Setting Statistical Intervals.

Case Studies.

Epilogue.

Appendices.

References.

Author Index.

Subject Index.