Statistical Methods: Connections, Equivalencies, and Relationships

著者名：Berry, Kenneth J./Johnston, Janis E.

Springer（2023/11/06発売）

• 言語：ENG
• ISBN：9783031418952
• eISBN：9783031418969

Description

The primary purpose of this book is to introduce the reader to a wide variety of interesting and useful connections, relationships, and equivalencies between and among conventional and permutation statistical methods. There are approximately 320 statistical connections and relationships described in this book. For each connection or connections the tests are described, the connection is explained, and an example analysis illustrates both the tests and the connection(s). The emphasis is more on demonstrations than on proofs, so little mathematical expertise is assumed. While the book is intended as a stand-alone monograph, it can also be used as a supplement to a standard textbook such as might be used in a second- or third-term course in conventional statistical methods. Students, faculty, and researchers in the social, natural, or hard sciences will find an interesting collection of statistical connections and relationships - some well-known, some more obscure, and some presentedhere for the first time.

Table of Contents

- 1. Introduction. - 2. Statistical Methods. - 3. One-Sample Tests. - 4. Two-Sample Tests. - 5. Matched-Pair Tests. - 6. Completely Randomized Designs. - 7. Randomized-Blocks Designs. - 8. Measures of Interval Association. - 9. Measures of Ordinal Association I. - 10. Measures of Ordinal Association II. - 11. Measures of Nominal Association I. - 12. Measures of Nominal Association II. - 13. Measures of Fourfold Association I. - 14. Measures of Fourfold Association II.