Statistical Hypothesis Testing with Microsoft ® Office Excel ® (Synthesis Lectures on Mathematics & Statistics)
Language: English
Published by Springer, 2023
Series: Book 42 of 72 - Synthesis Lectures on Mathematics & Statistics
- Softcover
- Used
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The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.
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- Title
- Statistical Hypothesis Testing with Microsoft ® Office Excel ® (Synthesis Lectures on Mathematics & Statistics)
- Author
- Hirsch, Robert
- Publisher
- Springer
- Publication year
- 2023
- Condition
- Very Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 3031042042
- ISBN 13
- 9783031042041
- Item weight
- 186 grams
- Series
- Book 42 of 72: Synthesis Lectures on Mathematics & Statistics
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.
"Synopsis" may belong to another edition of this title.
About the Author
Dr. Hirsch is probably best known for his textbooks and other publications that are intended to help people without a mathematics aptitude to understand quantitative issues that are integral to health research and practice. His ability to communicate technical information hasbeen an important asset in his teaching and consulting work. His interest in relating statistics to real life problems prompted him to spend a sabbatical at the Center for Devices and Radiologic Health in the Food and Drug Administration. The purpose of this sabbatical was to understand how health methodology can best contribute to governmental regulatory issues. The result of this experience has also given Dr. Hirsch the ability to serve as an interface between industry and the government as well as train graduate students in real-world applications.
"About the title" may belong to another edition of this title.
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