Statistical Intervals : A Guide for Practitioners

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Statistical Intervals : A Guide for Practitioners

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  • 製本 Hardcover:ハードカバー版/ページ数 392 p.
  • 言語 ENG
  • 商品コード 9780471887690
  • DDC分類 519.5

Full 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.

Table of Contents

  Overview of Different Types of Statistical
Intervals.
Constructing Statistical Intervals Assuming a
Normal Distribution Using Simple Tabulations.
Methods for Calculating Statistical Intervals
for a Normal Distribution.
Distribution-Free Statistical Intervals.
Statistical Intervals for Proportions and
Percentages (Binomial Distribution).
Statistical Intervals for the Number of
Occurrences (Poisson Distribution).
Sample Size Requirements for Confidence
Intervals on Population Parameters.
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.