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Table of Content: 1. Introduction to Data Analysis and Decision Making.
Part 1: EXPLORING DATA.
2. Describing the Distribution of a Single Variable.
3. Finding Relationships among Variables.
Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY.
4. Probability and Probability Distributions.
5. Normal, Binomial, Poisson, and Exponential Distributions.
6. Decision Making under Uncertainty.
Part 3: STATISTICAL INFERENCE.
7. Sampling and Sampling Distributions.
8. Confidence Interval Estimation.
9. Hypothesis Testing.
Part 4: REGRESSION ANALYSIS AND TIME SERIES FORECASTING.
10. Regression Analysis: Estimating Relationships.
11. Regression Analysis: Statistical Inference.
12. Time Series Analysis and Forecasting.
Part 5: OPTIMIZATION AND SIMULATION MODELING.
13. Introduction to Optimization Modeling.
14. Optimization Models.
15. Introduction to Simulation Modeling.
16. Simulation Models.
Part 6: ADVANCED DATA ANALYSIS.
17. Data Mining.
Part 7: BONUS ONLINE MATERIAL.
18. Importing Data into Excel.
19. Analysis of Variance and Experimental Design.
20. Statistical Process Control.
Product Details: Language: English
ISBN-10: 1133629601
ISBN-13: 978-1133629603
ISBN-13: 9781133629603
Author:  S. Christian Albright, Wayne L. Winston
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