How do I add a column (new feature) to the subset matrix (chosen rows) in the optimal design function?I am doing optimal design. I have 57 runs that represent the locations of sensors. There is a factor called the Penalty factor. (not a constant factor) that is calculated based on the distances between the sensors (each sensor represents a row in the matrix). This factor should be updated after each iteration. I need to calculate the penalty factor only of the subset rows "chosen rows" (for example, 20 in my problem). The distances are expressed in a separate worksheet.
I hope my problem is clear enough! Please, let me know if there is any question!
AnalyticsData TableDOERe: How do I add a column (new feature) to the subset matrix (chosen rows) in the optimal design function?I am concerned that the Penalty factor depends on the sensor location factor, so that that combination will produce a singularity in the regression analysis.
Please provide a picture of your design for the locations and how the Penalty is calculated.
