Factorial and Fractional Factorial Designs

开始时间: 06/27/2020 持续时间: Unknown

所在平台: Coursera

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大学或机构: CourseraNew

   

课程主页: https://www.coursera.org/learn/factorial-fractional-factorial-designs

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课程详情

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 principle can be used in factorial designs to handle these situations. As the number of factors of interest grows full factorials become too expensive and fractional versions of the factorial design are useful. This course will cover the benefits of fractional factorials, along with methods for constructing and analyzing the data from these experiments.

课程大纲

Unit 1: Introduction to Factorial Design
Unit 2: The 2^k Factorial Design
Unit 3: Blocking and Confounding in the 2^k Factorial Design
Unit 4: Two-Level Fractional Factorial Designs

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课程简介

Many experiments in engineering, science and business involve several factors. This course is an introduction to these

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