Instructor: |
Dr. Debdeep Pati Associate Professor, Department of Statistics 401C Blocker, debdeep [AT] stat [DOT] tamu [DOT] edu MW 4:45-5:45 PM or by Appointment |
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Syllabus: |
Syllabus Revised Syllabus |
Date | Topics | Chapters | Supplements | Homeworks | Solutions |
01/13 | Sufficiency | location-scale.pdf suff&minisuff.pdf | hw0_613_s20.pdf | hw0_613_s20_soln.pdf | |
01/15 | Minimal sufficiency | more-on-SS.pdf | |||
01/22 | Completeness | complete.pdf | |||
01/27 | Completeness, Fisher Information | complete.pdf, Fisher.pdf | |||
01/29 | Fisher information, Quiz 1 | Fisher.pdf | |||
02/03 | Fisher information | Fisher.pdf | |||
02/05 | Evaluating estimators | eval_est.pdf | |||
02/10 | Evaluating estimators | eval_est.pdf | hw1_613_s20.pdf | hw1_613_s20_soln.pdf | |
02/12 | Likelihood theory | mle.pdf cauchyMLE.R | |||
02/17 | Likelihood theory | mle.pdf | |||
02/19 | Quiz 2 and Likelihood theory | mle.pdf | hw2_613_s20.pdf | hw2_613_s20_soln | |
02/24 | Advanced likelihood theory | Adv-likelihood-theory.pdf | |||
02/26 | Mid term I | exam1-613-s20.pdf | |||
03/02 | Advanced likelihood theory | Adv-likelihood-theory.pdf | quiz3s20.pdf | ||
03/04 | LR Tests & Empirical likelihood | LRTests.pdf empirical_likelihood.pdf | |||
03/16 | Classes canceled | ||||
03/18 | Classes canceled | ||||
03/23 | Empirical Likelihood | empirical_likelihood.pdf 613Mar23.pdf | hw3_613_s20.pdf | hw3_613_s20_soln.pdf | |
03/25 | Empirical Likelihood (multivariate) | empirical_likelihood.pdf 613Mar25.pdf | |||
03/30 | Empirical Likelihood (M-Estimators) | empirical_likelihood.pdf 613Mar30.pdf | |||
04/01 | Empirical Likelihood (M-Estimators) | empirical_likelihood.pdf 613Apr1.pdf | quiz4s20.pdf | ||
04/06 | Kernel Smoothing | empirical_likelihood.pdf 613Apr6.pdf | |||
04/08 | EL Kernel Smoothing | empirical_likelihood.pdf 613Apr8.pdf | hw4_613_s20.pdf | hw4_613_s20_soln.pdf | |
04/13 | EL Distribution fn. est. | empirical_likelihood.pdf 613Apr13.pdf | |||
04/15 | Model Selection | model_sel.pdf 613Apr15.pdf | |||
04/20 | Misspecification/AIC | model_sel.pdf 613Apr20.pdf | |||
04/22 | Miscellaneous | 613Apr22.pdf | |||
05/01 | Final Exam and solutions | Final_613_s20_soln.pdf |