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Take your analysis further with machine learning in Stata 19. The new 𝗵𝟮𝗼𝗺𝗹 suite of commands lets you use ensemble decision trees—gradient boosting (GBM) and random forest—for classification and regression. You can tune hyperparameters, validate with cross-validation, compare model performance, and explain predictions. ▶️ Watch now: youtube.com/watch?v=NENbeTuW0AY #Stata #Stata19 #StataTip #StataCommunity #DataScience #StatisticalAnalysis | Stata
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