Welcome to optimal_splitk!#
optimal_splitk is a Python library designed for optimal split^k-plot designs based on the coordinate exchange algorithm. It includes the fast update procedures outlined in the article. It generalizes the update formulas to models of the type \(Y = X \beta + \sum_{i=1}^{k+1} Z_i \gamma_i\).
The design section details how the code is designed, for mathematical derivations, see the article and supplement. The API section refers to exact documentation per function when using the library.
Date: February 16, 2024
Version: 0.0.2