Business Statistics for Competitive Advantage with Excel and JMP: Basics, Model Building, Simulation,...

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Cynthia Fraser

Business Statistics for Competitive Advantage with Excel and JMP

Basics, Model Building, Simulation, and Cases

Cynthia Fraser

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Hardback

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English

Springer International Publishing AG
05 March 2024

Management & management techniques; Business mathematics & systems; Market research; Probability & statistics

This book is the latest title of the popular Excel textbook; redesigned, while including interactive, user-friendly JMP to encourage business students to develop competitive advantages for use in their future careers. How can performance outcome drivers be identified? How can performance outcomes be forecast? Use of regression, conjoint analysis, Monte Carlo simulation provide answers and solutions for specific scenarios. Students learn to build models, produce statistics, and translate results into implications for decision makers.

The text features new and updated examples and assignments, and each chapter discusses a focal case from the business world which can be analyzed using the statistical strategies and software provided in the text. Paralleling recent interest in climate change and sustainability, new case studies concentrate on issues such as the impact of drought on business, automobile emissions, and sustainable package goods.

The book continues its coverage of inference, Monte Carlo simulation, contingency analysis, and linear and nonlinear regression. A new chapter is dedicated to conjoint analysis design and analysis, including complementary use of regression and JMP.

By: Cynthia Fraser
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 2024 ed.
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783031425547
ISBN 10: 3031425545
Pages: 285
Publication Date: 05 March 2024
Audience: College/higher education , Primary
Format: Hardback
Publisher's Status: Active

Cynthia Fraser has over 21 years experience, as a member of the Marketing faculty at The McIntire School of Commerce, University of Virginia, where she teaches business statistics. Her research has appeared in a number of journals, including Decision Science, Management Science, Journal of Marketing, Journal of Consumer Research, Psychology and Marketing, Journal of International Business Studies, and Journal of Applied Social Psychology.