Foundations in Statistical Decision Making

سرفصل های دوره

Hypothesis Testing, ANOVA, and Design and Analysis of Experiments (DOE) for the Manufacturing Professional

1 - Introduction to the Course

2 - Comments on Software

3 - Course Topics

4 - Overview of Course Topics

5 - Why Statistical Experiments

6 - Alternatives to DOE

7 - Why Hypothesis Testing

8 - The Statistical View of Data

9 - Sampling and the Hypothesis Test

10 - Errors in Hypothesis Testing

11 - Tools and Requirements of Statistical Design

12 - Tools and Requirements of Statistical Design

13 - T test Examples in Hypothesis Testing

14 - T tests in Excel

15 - Z tests in Hypothesis Testing Pt 1

16 - Z tests in Hypothesis Testing Pt 2

17 - More Z test Examples

18 - Z test in Excel

19 - Z tests of Proportions

20 - Conclusion to Hypothesis Testing

21 - Introduction to a DOE Pt 1

22 - Introduction to a DOE Pt 2

23 - DOE Terminology

24 - Tips for a Successful DOE

25 - Types of Experimental Designs

26 - Additional DOE concepts

27 - ANOVA and the F Distribution

28 - ANOVA in Excel

29 - Twoway ANOVA Overview

30 - Twoway ANOVA in Excel

31 - Full Factorial Experiments Pt 1

32 - Full Factorial Experiments Pt 2

33 - Fractional Factorial Designs and Taguchi Methods

34 - Taguchi Case Study Pt 1

35 - Taguchi Case Study Pt 2

36 - Taguchi Case Study Pt 3

37 - Concluding Notes and References

38 - Conclusion to the Course

39 - Bonus Lecture

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تولید کننده: Udemy-Training