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Statistical Hypothesis Testing with Microsoft ® Office Excel ®

Statistical Hypothesis Testing with Microsoft ® Office Excel ®

by Robert Hirsch
Paperback
Publication Date: 16/07/2023

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This book provides a comprehensive treatment of the logic behind hypothesis testing. Readers will learn to understand statistical hypothesis testing and how to interpret P-values under a variety of conditions including a single hypothesis test, a collection of hypothesis tests, and tests performed on accumulating data. The author explains how a hypothesis test can be interpreted to draw conclusions, and descriptions of the logic behind frequentist (classical) and Bayesian approaches to interpret the results of a statistical hypothesis test are provided. Both approaches have their own strengths and challenges, and a special challenge presents itself when hypothesis tests are repeatedly performed on accumulating data. Possible pitfalls and methods to interpret hypothesis tests when accumulating data are also analyzed. This book will be of interest to researchers, graduate students, and anyone who has to interpret the results of statistical analyses.

ISBN:
9783031042041
9783031042041
Category:
Bayesian inference
Format:
Paperback
Publication Date:
16-07-2023
Language:
English
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Dimensions (mm):
240x168mm
Weight:
0.19kg

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