About this Course

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Intermediate Level
Approx. 13 hours to complete
English

Skills you will gain

statistical Methods for Process and Product improvementdesign of experimentsexperiment designdesigning experiments
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 13 hours to complete
English

Offered by

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Arizona State University

Syllabus - What you will learn from this course

Week
1

Week 1

3 hours to complete

Unit 1: Getting Started and Introduction to Design and Analysis of Experiments

3 hours to complete
6 videos (Total 54 min), 6 readings, 2 quizzes
6 videos
Course Introduction4m
Specialization Overview2m
History of DOX17m
The Basic Principles of DOX11m
Factorial Designs with Several Factors14m
6 readings
Course Description10m
Course Textbook and Resources10m
Best Practices in Online Learning (or How to Succeed in This Class)10m
Course Project10m
Unit 1 Introduction10m
Introduction to course project10m
1 practice exercise
Concept Questions30m
Week
2

Week 2

4 hours to complete

Unit 2: Simple Comparative Experiments

4 hours to complete
9 videos (Total 96 min), 1 reading, 3 quizzes
9 videos
The Hypothesis Testing Framework14m
Pooled t-test and Two-sample t-test12m
Pooled t-test and Two-sample t-test, pt 213m
Hypothesis Testing on Variances13m
Paired t-test10m
Portland Cement Data Example11m
Florescence Data Example4m
Hardness Testing Example5m
1 reading
Unit 2 Introduction10m
2 practice exercises
Concept Questions30m
Exercise 130m
Week
3

Week 3

3 hours to complete

Unit 3: Experiments with a Single Factor - The Analysis of Variance

3 hours to complete
10 videos (Total 84 min), 1 reading, 2 quizzes
10 videos
Models for the Data10m
ANOVA for Plasma Etching Experiment9m
Post-ANOVA Comparison of Means9m
Sample Size Determination7m
Examples of Single-Factor Experiments9m
The Random Effects Model8m
Example of Random Factor Experiment7m
Plasma Etching Example5m
Fabric Strength Example2m
1 reading
Unit 3 Introduction: Experiments with a Singe Factor; the Analysis of Variance10m
2 practice exercises
Concept Questions30m
Exercise 230m
Week
4

Week 4

2 hours to complete

Unit 4: Randomized Blocks, Latin Squares, and Related Designs

2 hours to complete
6 videos (Total 52 min), 1 reading, 2 quizzes
6 videos
Extension of the ANOVA to the RCBD7m
Example10m
Residual Analysis for the Vascular Graft Example9m
The Latin Square Design9m
Vascular Graft Example6m
1 reading
Unit 4 Introduction: Randomized Blocks, Latin Squares, and Related Designs; techniques for handling nuisance factor is experiments10m
2 practice exercises
Concept Questions30m
Exercise 330m

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Design of Experiments

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