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MONDAY, March 12
9:30-11:00 (Session A)
Tutorial Session
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Resampling methods (Tutorial – V A)
Day 6
11:30-13:00 (Session B - KD)
Model building in R – II (Logistic Regression)
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Building model for categorical response in R (glm)
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Confusion matrix, Sensitivity, Specificity ROC curve, AUC (table, confusionMatrix)
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Variable selection in logistic regression model
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Prediction on new data (predict)
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Model diagnostics
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Logistic regression for more than two classes
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Important package: pROC, ROCR
14:30-16:00 (Session C - AB)
Special Lecture: Robust Statistical Methods and Its Applications
16:30-18:00 (Session D)
Presentation by the participants
9:00-9:30 (Session 0)
Doubt session: Doubts from day-5 will be discussed
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