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Decision Support Using Nonparametric Statistics

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Decision Support Using Nonparametric Statistics/ by Warren Beatty.
作者:	Beatty, Warren.
面頁冊數:	XXII, 115 p. 58 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Statistics . -
電子資源:	https://doi.org/10.1007/978-3-319-68264-8
ISBN:	9783319682648

Decision Support Using Nonparametric Statistics
Beatty, Warren.

Decision Support Using Nonparametric Statistics[electronic resource] /by Warren Beatty. - 1st ed. 2018. - XXII, 115 p. 58 illus.online resource. - SpringerBriefs in Statistics,2191-544X. - SpringerBriefs in Statistics,0.

Preface -- Introduction to Decision-Making -- 1. Introduction to Variables and Sampling, Sampling Error, and Margin of Error -- 2. Introduction to Probability, the Foundation of Statistics, and Binomial Probability -- 3. One Population Hypothesis Testing: Nominal - Runs Test, Sign Test; Ordinal, Interval - Wilcoxon Signed Rank Test -- 4. Two Population Hypothesis Testing: Nominal - Sign Test, Chi-Square Contingency Table; Ordinal, Interval - Wilcoxon Signed Rank Test, Mann-Whitney U Test -- 5. Three or More Population Hypothesis Testing: Nominal - Chi Square Contingency Table; Ordinal, Interval - Kruskall-Wallis Test -- 6. Association: Nominal - Chi-Square Test of Association; Ordinal, Interval - Spearman's Rank Correlation -- Appendix of Tables Used -- References for Chapters 3-6 -- OpenOffice Help -- Spreadsheet Tutorial. .

This concise volume covers nonparametric statistics topics that most are most likely to be seen and used from a practical decision support perspective. While many degree programs require a course in parametric statistics, these methods are often inadequate for real-world decision making in business environments. Much of the data collected today by business executives (for example, customer satisfaction opinions) requires nonparametric statistics for valid analysis, and this book provides the reader with a set of tools that can be used to validly analyze all data, regardless of type. Through numerous examples and exercises, this book explains why nonparametric statistics will lead to better decisions and how they are used to reach a decision, with a wide array of business applications. Online resources include exercise data, spreadsheets, and solutions.

ISBN: 9783319682648

Standard No.: 10.1007/978-3-319-68264-8doiSubjects--Topical Terms:

1253516
Statistics .

LC Class. No.: QA276-280

Dewey Class. No.: 330.015195

Decision Support Using Nonparametric Statistics
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