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Factorial and Fractional Factorial Designs
Coursera
Course
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Factorial and Fractional Factorial Designs

Arizona State University

Many experiments in engineering, science and business involve several factors. This course is an introduction to these types of multifactor experiments. The appropriate experimental strategy for these situations is based on the factorial design, a type of experiment where factors are varied together. This course focuses on designing these types of experiments and on using the ANOVA for analyzing the resulting data. These types of experiments often include nuisance factors, and the blocking

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About this Course

Many experiments in engineering, science and business involve several factors. This course is an introduction to these types of multifactor experiments. The appropriate experimental strategy for these situations is based on the factorial design, a type of experiment where factors are varied together. This course focuses on designing these types of experiments and on using the ANOVA for analyzing the resulting data. These types of experiments often include nuisance factors, and the blocking

What You'll Learn

  • Conduct a factorial experiment in blocks and construct and analyze a fractional factorial design
  • Apply the factorial concept to experiments with several factors
  • Use the analysis of variance for factorial designs
  • Use the 2^k system of factorial designs

Instructors

D

Douglas C. Montgomery

School of Computing and Augmented Intelligence

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

Variance Analysis
Statistical Analysis
Data Analysis
Experimentation
Sample Size Determination
Statistical Methods
Statistical Modeling

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