STAT
631
Adv Experimental Design
Hours
3.0 Credit, 3 Lecture, 0 Lab
Response surface methods, mixture designs, and optimal designs; fractions of two-level, three-level, and mixed-level factorials; analysis of experiments with complex aliasing; robust parameter designs.
STAT 631
After studying experimental design, students should be able to:
Experimental Design
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 randomized data collection form
Execute the Plan
Execute the plan to collect the data, or advise to 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 the Results
Interpret the results and present the data in a meaningful way to answer the research problem at hand