Statistics
 

Experimental Design

Experimental Design
Basic designs, power and sample size, Latin squares, incomplete blocks, change-over designs, factorials, fractional factorials, confounding, split-plots, response surface designs.
STAT
531
 Hours3.0 Credit, 3.0 Lecture, 0.0 Lab
 PrerequisitesSTAT 330 & MATH 313
 RecommendedStat 340.
 TaughtFall
 ProgramsContaining STAT 531
Course Outcomes: 

Experimental Design Plan

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

Construct the Design

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

Collect the Data

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

Determine the Model

Determine the model appropriate for the data

Fit the Model

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

Interpret and Present

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