From Product Description to Cost: A Practical Approach

Part I. Population and Sample

1. From the Sample to the Population

2. Describing the Population

3. Typical Distributions

Part II. Data Analysis Precedes the Search for a Specific Model

4. Data Analysis on One Variable Only

5. Data Analysis on Two Variables

6. Simultaneous Data Analysis on J + 1 Quantitative Variables

7. Working with Qualitative Variables

Part III. Finding the Dynamic Center of a Multi-Variables Sample

8. Finding the Center of the Cost Distribution for Choosing a Metric

9. Looking for the Dynamic Center: The Bilinear Cases

10. Using Several Quantitative Parameters: The Linear Cases

11. Using Qualitative Variables

12. Non-Linear Relationships

Part IV. Studying the Residuals Is as Important as Finding the Formula

13. Studying the Additive Residuals

14. The Other Residuals

Part V. Building a Specific Model

15. From Sample to Population

16. Building the Model

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Keywords: TECHNOLOGY & ENGINEERING / General TEC000000