Introduction to Business Analytics.
Part 1: EXPLORING DATA.
Describing the Distribution of a Single Variable.
Finding Relationships among Variables.
Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY.
Probability and Probability Distributions.
Normal, Binomial, Poisson, and Exponential...
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- Introduction to Business Analytics.
Part 1: EXPLORING DATA.
- Describing the Distribution of a Single Variable.
- Finding Relationships among Variables.
Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY.
- Probability and Probability Distributions.
- Normal, Binomial, Poisson, and Exponential Distributions.
- Decision Making under Uncertainty.
Part 3: STATISTICAL INFERENCE.
- Sampling and Sampling Distributions.
- Confidence Interval Estimation.
- Hypothesis Testing.
Part 4: REGRESSION ANALYSIS AND TIME SERIES FORECASTING.
- Regression Analysis: Estimating Relationships.
- Regression Analysis: Statistical Inference.
- Time Series Analysis and Forecasting.
Part 5: OPTIMIZATION AND SIMULATION MODELING.
- Introduction to Optimization Modeling.
- Optimization Models.
- Introduction to Simulation Modeling.
- Simulation Models.
Part 6: ADVANCED DATA ANALYSIS.
- Data Mining.
Part 7: BONUS ONLINE MATERIAL.
- Importing Data into Excel.
- Analysis of Variance and Experimental Design.
- Statistical Process Control.
Appendix A: Statistical Reporting.
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