Warren Beatty

Decision Support Using Nonparametric Statistics (eBook, PDF)

• Format: PDF

Produktbeschreibung

Shows why analysis using nonparametric statistics is always valid and why using them will lead to better decision-making

Offers brief, practical, and to-the-point guidance on business data analysis and decision-making

Presents a brief introduction to Decision Making

Provides downloadable supplementary material: annotated spreadsheets, OpenOffice help, and exercise data and solutions

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 115
• Erscheinungstermin: 15. Januar 2018
• Englisch
• ISBN-13: 9783319682648
• Artikelnr.: 52997334

Autorenporträt

Warren Beatty, PhD, was Professor of Management (retired) at the University of South Alabama College of Business, where he developed the Department of Management's curriculum on Business Decisions. During his tenure there, Professor Beatty was central to the university's development and usage of the Statistical Package for the Social Sciences (SPSS) and of the Statistical Analysis System (SAS). He received a B.S. in Statistics from Mississippi State University, an MBA from the University of South Alabama, and a Ph.D. in Quantitative Management and Decision Making (with a minor in Statistics) from Florida State University. Professor Beatty has authored over forty refereed journal articles and was a consultant to many Gulf Coast businesses and governments for over thirty years in the areas of computer selection and implementation, statistics and its use in analysis and decision support, and the decision process itself.

Inhaltsangabe

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.

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