Requires Authorization
Data Analysis for Business Decisions
Case Studies in Excel, R, and ChatGPT
Frontmatter
Contents
Preface
Acknowledgments
Chapter 1: Data Analysis and Business
Chapter 2: Framing Analytical Questions
Chapter 3: Data Preparation
Chapter 4: The Analysis Tools
Chapter 5: Descriptive Statistics
Chapter 6: Histograms
Chapter 7: Pareto Analysis
Chapter 8: Scatterplots
Chapter 9: Correlation and Linear Regression
Chapter 10: Multivariate Regression
Chapter 11: Forecasting and Time Series
Chapter 12: Inferential Statistics
Chapter 13: Contingency Analysis
Chapter 14: A/B Testing
Chapter 15: Text Analytics
Chapter 16: Analyzing Large Datasets
Chapter 17: Data Visualization
Chapter 18: Summary of Data Analysis Techniques
Appendix: Data Sources
Index
Frontmatter
Contents
Preface
Acknowledgments
Chapter 1: Data Analysis and Business
Chapter 2: Framing Analytical Questions
Chapter 3: Data Preparation
Chapter 4: The Analysis Tools
Chapter 5: Descriptive Statistics
Chapter 6: Histograms
Chapter 7: Pareto Analysis
Chapter 8: Scatterplots
Chapter 9: Correlation and Linear Regression
Chapter 10: Multivariate Regression
Chapter 11: Forecasting and Time Series
Chapter 12: Inferential Statistics
Chapter 13: Contingency Analysis
Chapter 14: A/B Testing
Chapter 15: Text Analytics
Chapter 16: Analyzing Large Datasets
Chapter 17: Data Visualization
Chapter 18: Summary of Data Analysis Techniques
Appendix: Data Sources
Index