Statistical Intervals : A Guide for Practitioners and Researchers

Statistical Intervals : A Guide for Practitioners and Researchers

Description

Describes statistical intervals to quantify sampling uncertainty,focusing on key application needs and recently developed methodology in an easy-to-apply format Statistical intervals provide invaluable tools for quantifying sampling uncertainty. The widely hailed first edition, published in 1991, described the use and construction of the most important statistical intervals. Particular emphasis was given to intervals such as prediction intervals, tolerance intervals and confidence intervals on distribution quantiles frequently needed in practice, but often neglected in introductory courses. Vastly improved computer capabilities over the past 25 years have resulted in an explosion of the tools readily available to analysts. This second edition more than double the size of the first adds these new methods in an easy-to-apply format.
In addition to extensive updating of the original chapters, the second edition includes new chapters on: * Likelihood-based statistical intervals * Nonparametric bootstrap intervals * Parametric bootstrap and other simulation-based intervals * An introduction to Bayesian intervals * Bayesian intervals for the popular binomial, Poisson and normal distributions * Statistical intervals for Bayesian hierarchical models * Advanced case studies, further illustrating the use of the newly described methods New technical appendices provide justification of the methods and pathways to extensions and further applications. A webpage directs readers to current readily accessible computer software and other useful information. Statistical Intervals: A Guide for Practitioners and Researchers, Second Edition is an up-to-date working guide and reference for all who analyze data, allowing them to quantify the uncertainty in their results using statistical intervals.


Download Statistical Intervals : A Guide for Practitioners and Researchers (9780471687177).pdf, available at johnaxavier.com for free.

Details

Author(s)
William Q. Meeker, Gerald J. Hahn, Luis A. Escobar
Format
Hardback | 648 pages
Dimensions
177 x 260 x 35mm | 1,302g
Publication date
06 Jun 2017
Publisher
John Wiley and Sons Ltd
Imprint
Wiley-Blackwell (an imprint of John Wiley & Sons Ltd)
Publication City/Country
Chicester, United Kingdom
Language
English
Edition Statement
2nd Edition
ISBN10
0471687170
ISBN13
9780471687177
Bestsellers rank
1,657,084