Applied Statistics and Multivariate Data Analysis for Business and Economics

A Modern Approach Using R, SPSS, Stata, and Excel

AvThomas Cleff

Inbunden, Engelska, 2025

Del i serien Springer Texts in Business and Economics

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Beskrivning

This comprehensive textbook equips students of economics and business, as well as industry professionals, with essential principles, techniques, and applications of applied statistics, statistical testing, and multivariate data analysis.

Produktinformation

Utgivningsdatum:2025-03-06
Mått:155 x 235 x 35 mm
Vikt:1 137 g
Format:Inbunden
Språk:Engelska
Serie:Springer Texts in Business and Economics
Antal sidor:555
Upplaga:2
Förlag:Springer International Publishing AG
ISBN:9783031780691

Utforska kategorier

Mikroekonomi inom Ekonomi och Ledarskap
Matematisk statistik inom Naturvetenskap och teknik
Databaser inom Data och IT

Mer om författaren

Thomas Cleff is Professor of Quantitative Methods for Business and Economics and has been Dean of the Business School at Pforzheim University for more than 10 years. He is a member of many international academic advisory boards worldwide and an expert in international accreditation and academic partnerships. His research focuses on quantitative analysis in international marketing, innovation research and brand research.

Innehållsförteckning

Chapter 1. Statistics and Empirical Research.- Chapter 2. From Disarray to Dataset.- Chapter 3. Univariate Data Analysis.- Chapter 4. Bivariate Association.- Chapter 5. Classical Measurement Theory.- Chapter 6. Calculating Probability.- Chapter 7. Random Variables and Probability Distributions.- Chapter 8. Parameter Estimation.- Chapter 9. Hypothesis Testing.- Chapter 10. Regression Analysis.- Chapter 11. Logistic Regression.- Chapter 12. Time Series and Indices.- Chapter 13. Cluster Analysis.- Chapter 14. Factor Analysis.