STAT 531

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Experimental Design

Statistics College of Computational, Mathematical & Physical Sciences

Course Description

Basic designs, power and sample size, Latin squares, incomplete blocks, change-over designs, factorials, fractional factorials, confounding, split-plots, response surface designs.

When Taught

Fall

Min

3

Fixed

3

Fixed

3

Fixed

0

Title

Collect the Data

Learning Outcome

Execute the plan to collect the data, or advise a colleague to do it

Title

Determine the Model

Learning Outcome

Determine the model appropriate for the data

Title

Interpret and Present

Learning Outcome

Interpret the results and present the data in a meaningful way to answer the research problem at hand

Title

Fit the Model

Learning Outcome

Fit the model to the data, and verify that the assumptions have been satisfied

Title

Experimental Design Plan

Learning Outcome

Choose an experimental design plan that is appropriate for the research problem at hand

Title

Construct the Design

Learning Outcome

Construct the design, including determining the proper number of replicates and the creation of a randomized data collection form