Subjective / Written Questions (25)
1. Critically derive and explain Data preprocessing and feature selection. / का critical derivation/explanation कीजिए Data preprocessing and feature selection।
2. Compare and evaluate Association-rule mining. / की तुलना एवं मूल्यांकन कीजिए Association-rule mining।
3. Analyse the assumptions and limitations of Classification and regression trees. / की assumptions एवं limitations का analysis कीजिए Classification and regression trees।
4. Solve a challenging application involving Naive Bayes classification. / से संबंधित कठिन application को solve कीजिए Naive Bayes classification।
5. Discuss the theoretical significance of Support vector machines. / का theoretical significance discuss कीजिए Support vector machines।
6. Critically derive and explain Likelihood-ratio tests. / का critical derivation/explanation कीजिए Likelihood-ratio tests।
7. Compare and evaluate Neyman-Pearson lemma. / की तुलना एवं मूल्यांकन कीजिए Neyman-Pearson lemma।
8. Analyse the assumptions and limitations of Sequential analysis. / की assumptions एवं limitations का analysis कीजिए Sequential analysis।
9. Solve a challenging application involving Non-parametric inference. / से संबंधित कठिन application को solve कीजिए Non-parametric inference।
10. Discuss the theoretical significance of Kaplan-Meier estimator. / का theoretical significance discuss कीजिए Kaplan-Meier estimator।
11. Critically derive and explain Cox proportional hazards model. / का critical derivation/explanation कीजिए Cox proportional hazards model।
12. Compare and evaluate Clinical trial randomization. / की तुलना एवं मूल्यांकन कीजिए Clinical trial randomization।
13. Analyse the assumptions and limitations of Official statistics and national indicators. / की assumptions एवं limitations का analysis कीजिए Official statistics and national indicators।
14. Solve a challenging application involving Advanced multivariate inference. / से संबंधित कठिन application को solve कीजिए Advanced multivariate inference।
15. Discuss the theoretical significance of Econometric regression. / का theoretical significance discuss कीजिए Econometric regression।
16. Critically derive and explain Econometric endogeneity. / का critical derivation/explanation कीजिए Econometric endogeneity।
17. Compare and evaluate Sampling distributions. / की तुलना एवं मूल्यांकन कीजिए Sampling distributions।
18. Analyse the assumptions and limitations of Power and operating characteristics. / की assumptions एवं limitations का analysis कीजिए Power and operating characteristics।
19. Solve a challenging application involving Rank-based inference. / से संबंधित कठिन application को solve कीजिए Rank-based inference।
20. Discuss the theoretical significance of Censoring mechanisms. / का theoretical significance discuss कीजिए Censoring mechanisms।
21. Critically derive and explain Survival comparison tests. / का critical derivation/explanation कीजिए Survival comparison tests।
22. Compare and evaluate Statistical computing for large data. / की तुलना एवं मूल्यांकन कीजिए Statistical computing for large data।
23. Analyse the assumptions and limitations of Model validation. / की assumptions एवं limitations का analysis कीजिए Model validation।
24. Solve a challenging application involving Clinical trial bias. / से संबंधित कठिन application को solve कीजिए Clinical trial bias।
25. Discuss the theoretical significance of Data mining evaluation. / का theoretical significance discuss कीजिए Data mining evaluation।