About this Course

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Intermediate Level
Approx. 9 hours to complete
English

What you will learn

  • Design and analyze experiments where some of the factors are random

  • Design and analyze experiments where there are nested factors or hard-to-change factors

  • Analyze experiments with covariates

  • Design and analyze experiments with nonnormal response distributions

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. 9 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

4 hours to complete

Unit 1: Experiments with Random Factors

4 hours to complete
6 videos (Total 44 min), 5 readings, 3 quizzes
6 videos
Course Introduction5m
Estimating the Variance Components12m
Maximum Likelihood Approach7m
The Two-Factor Mixed Model11m
Measurement System Study Example4m
5 readings
Course Description10m
Course Textbook and Resources10m
Best Practices in Online Learning (or How to Succeed in This Class)10m
Project Report10m
Unit 1: Introduction10m
2 practice exercises
Unit 1: Concept Questions30m
Exercise 130m
Week
2

Week 2

2 hours to complete

Unit 2: Nested and Split-Plot Designs

2 hours to complete
6 videos (Total 64 min), 1 reading, 2 quizzes
6 videos
Variations of the Nested Design11m
The Split-Plot Design14m
Unreplicated Designs and Fractional Factorial Designs in a split-plot framework11m
Purity Example4m
Tensile Strength of Paper Example7m
1 reading
Unit 2: Introduction10m
2 practice exercises
Unit 2: Concept Questions30m
Exercise 230m
Week
3

Week 3

3 hours to complete

Unit 3: Other Design and Analysis Topics

3 hours to complete
7 videos (Total 71 min), 1 reading, 3 quizzes
7 videos
The Grill Defects Experiment11m
The Analysis of Covariance13m
Design of Experiments with Known Covariates10m
Motor Oil Additive Experiment9m
Consumer Product Coupons Example5m
Factorial with Covariate Example4m
1 reading
Unit 3: Introduction10m
2 practice exercises
Unit 3: Concept Questions30m
Exercise 330m

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About the Design of Experiments Specialization

Design of Experiments

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