We generate artificial data by assuming the true response follows an additive linear relationship with true predictors. 𝑦𝑖=Σ𝛽𝑗𝑥𝑖𝑗+ 𝜀𝑖` where 𝜀𝑖 ~ 𝑁(0,1). The simulation design can be customized con…

Inspired by dynamic treatment regime (DTR) or adaptive treatment strategy, we create artificial data that mimics the adaptive setting at each time slot. We can use the code to generate as many time…

A feature selection technique which targets "True Underlying Features" rather than features for "pure predictive" purpose