Examples using SAS. (Page numbers correspond to course notes.)

• Myers (1976) Table 3.5 data on reduction in yield for various temperature levels (p.24).

• Mason, Gunst, and Hess (1989) Table 22.2 data on tire treadwear (pp. 37-38).

• 2^3 design from Montgomery (2001) Problem 6-1 on page 276 (p.54).

• 2^3 design with ESTIMATE statments (p.55).

• Unreplicated 2^4 design from Montgomery (2001) Problem 6-23 on pages 282-283 (p.58).

• Good blocking example with four blocks of size 4 for a 2^4 design using data from Montgomery (2001) Problem 6-23 on pages 282-283 (p.68).

• Poor blocking example with four blocks of size 4 for a 2^4 design using data from Montgomery (2001) Problem 6-23 on pages 282-283 (p.70).

• Using SAS Proc Factex to generate a 2^5 design with four blocks of size 8 (p.72).

• A 2^(6-2) design (p.82).

• Using SAS Proc Factex to generate a 2^(6-2) design. (p.84)

• Using SAS Proc Factex to generate a 2^(6-1) design in 2 blocks of size 16. (p.86)

• Foldover design example (pp.94-95).

• 12-run Plackett-Burman design with 6 factors (p.100).

• Path of steepest ascent and descent (xxx).

• RSREG output with contour plots for Example 1 (123).

• RSREG output with contour plots for Example 2 (131).

• RSREG output with contour plots for Example 3 (134).

• Ridge analysis using RSREG with ridge plots (143).

• Ridge analysis using RSREG for 3 factor CCD from Khuri and Cornell (148).

• D-Efficient designs generated by SAS PROC OPTEX, SAS code for #1 and #2 (xxx).

• Efficiencies fo k=3 face-centered cube design with 4 center points using SAS PROC OPTEX, SAS code #3 (xxx).

• Augmenting an existing design using PROC OPTEX, SAS code #4 (xxx).

• Generate a design for the model given in the Welch et al 1990 JQT article, SAS code #5 (xxx).

• Efficiencies for 2^4 and 2^(6-2) designs using PROC OPTEX (xxx).

• G-efficient designs using the D and A criteria in PROC OPTEX (xxx).

• IV-efficient designs using the D criteria in PROC OPTEX and its sensitivity to the candidate set (xxx).

• Computer-generated design for a restricted design space using PROC OPTEX (xxx).

• Three-component sweetener experiment from Khuri and Cornell (1987) (xxx).

• Computer-generated mixture designs using PROC OPTEX (xxx).

Data sets and SAS code for assignments.

• Myers, Montgomery, Anderson Problem 2.6, page 66.

• Part I of SAS code for Myers, Montgomery, and Anderson, Problem 3.13, p. 129.

• Parts II and III of SAS code for Myers and Montgomery, Problem 3.13, p. 129.

• Myers, Montgomery, and Anderson, Problem 6.4, pp. 266-267.

• Midterm exam data set: Problem 2.

• Midterm exam data set: Problem 8.

• Midterm exam data set: Problem 10.