Notes
Variations on Nested Designs
A short description of the post.
Split-Plot Designs
A short description of the post.
Nested Designs
A short description of the post.
Optimal Response Surface Designs
A short description of the post.
Mixture Experiments
A short description of the post.
Blocking in Response Surface Designs
A short description of the post.
Optimizing Multiple Responses
Tracking several criteria simultaneously.
Designs for Response Surfaces
Where to sample along a response surface.
Method of Steepest Ascent
Sequential strategies for response surfaces.
Canonical Analysis
Characterizing optima in response surfaces.
Foldover in $2^{K - p}$ Designs
Strategies for dealiasing effects in follow-up experiments.
$2^{K - p}$ Fractional Factorial Designs
Even smaller fractions for more sample efficient experiments.
Projection and Blocking in $2^{K - p}$ Designs
Special considerations designing fractional factorials.
Saturated Designs
Very efficient analysis of a large set of factors.
Addition of Center Points
Extra points that help for checking nonlinearities.
$2^{K - 1}$ Fractional Factorial Designs
Reducing the number of samples required in factorial designs.
$2^K$ Designs and Regression
How effect estimates can be found using linear regression.
$2^K$ Designs are Optimal
Some notions of optimality in experimental design.
Examples of $2^K$ Designs
Three case studies in using $2^K$ designs.
Unreplicated $2^K$ Designs
Characterizing effects when only one replicate is available.
$2 ^ 3$ Factorial Design
A short description of the post.
Interpreting effects in $2 ^ 3$ Designs
Testing, uncertainty, and visualization in $2^3$ designs.
$2^2$ Factorial Designs
Two factors each with two levels.
Interpreting Effects in $2^2$ Designs
Drawing conclusions from parameter estimates.
