Hi, I am trying to find some information on the strata option in randomForest(). I am hoping to make predictions from some clustered data (many predictors measured repeatedly on the same subject over time). I would like to apply random forests or gradient boosting ( gbm() ) to this problem but I have not found a way for these methods to account for the natural clustering in my data. Any help would be greatly appreciated. Cheers Peter