Business Analytics : Data Analysis and Decision Making (8th Edition)

1. Introduction to Business Analytics

PART I. DATA ANALYSIS
2. Describing the Distribution of a Variable
3. Finding Relationships among Variables
4. Business Intelligence (BI) Tools for Data Analysis: Power Query
5. Business Intelligence (BI) Tools for Data Analysis: Power Pivot

PART II. PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY
6. Probability and Probability Distributions
7. Decision Making under Uncertainty

PART III. STATISTICAL INFERENCE, REGRESSION ANALYSIS, and TIME SERIES FORECASTING
8. Statistical Inference
9. Regression Analysis: Estimating Relationships
10. Regression Analysis: Statistical Inference
11. Time Series Analysis and Forecasting

PART IV. OPTIMIZATION AND SIMULATION MODELING
12. Introduction to Optimization Modeling
13. Optimization Models
14. Introduction to Simulation Modeling
15. Simulation Models

PART V. ADVANCED DATA ANALYSIS
16. Data Mining: Classification
17. Data Mining: Clustering and Market Basket Analysis
18. Analysis of Variance and Experimental Design(Cengage eBook)
19. Statistical Process Control (Cengage eBook)

Appendix A: Statistical Reporting