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Generate.adaptive.treatment.regime.artificial.data
Generate.adaptive.treatment.regime.artificial.data PublicInspired 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…
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Iterative.Elastic.Net
Iterative.Elastic.Net PublicA feature selection technique which targets "True Underlying Features" rather than features for "pure predictive" purpose
R 1
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Generate.Artificial.Data
Generate.Artificial.Data PublicWe 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…
R 1
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SimulateCER
SimulateCER PublicForked from qsuProjects/SimulateCER
An R package for simulating comparative effectiveness research data
R
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