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MONDAY, March 12

9:30-11:00 (Session A)

Tutorial Session

  • Resampling methods (Tutorial – V A)

Day 6

11:30-13:00 (Session B - KD)

Model building in R – II (Logistic Regression)

  • Building model for categorical response in R (glm)

  • Confusion matrix, Sensitivity, Specificity ROC curve, AUC  (table, confusionMatrix)

  • Variable selection in logistic regression model

  • Prediction on new data (predict)

  • Model diagnostics

  • Logistic regression for more than two classes

  • 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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