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Statistical Hypothesis Testing with Microsoft (R) Office Excel (R) (Hardcover, 1st ed. 2022)
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Statistical Hypothesis Testing with Microsoft (R) Office Excel (R) (Hardcover, 1st ed. 2022)
Series: Synthesis Lectures on Mathematics & Statistics
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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.
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