Time: Monday, Wednesday, Friday at 11:00 - 11:50 a.m.
Location: Lecture Center Building A004
Grader: Dawei Ding
Office Hours: Monday, Wednesday at 1:00 p.m. - 2:00 p.m., Math Learning Center (SEO 430)
Textbook: R. V. Hogg, J. W. McKean, A. T. Craig,
Introduction to Mathematical Statistics, 7th edition, 2012
Content: Estimation, tests of statistical hypotheses, best tests, sufficient statistics, Rao-Cramer inequality, sequential probability ratio tests, the multivariate normal distribution, nonparametric methods
Prerequisite: Grade of C or better in STAT 401
Turn in every Wednesday before class;
half of the grade counts for completeness;
half of the grade counts for correctness of one selected problem
Midterms: October 6th (Friday), and November 17th (Friday), 11:00 a.m. - 11:50 a.m.
Final Exam: December 14th (Thursday), 10:30 a.m. - 12:30 p.m.
Grading: Homework 10%, midterms 25% each, final exam 40%
Grading Scale: 90% A , 80% B , 70% C , 60% D
Format of All Exams: Each exam is based on the homework and the examples discussed in class. The last class session before each exam is a review session. Please prepare any questions that you may have.
No makeup exam will be given without a valid excuse.
|08/28 - 09/01||4.1; 4.2, 4.4; 4.8||Sampling and Statistics; Confidence Interval, Order Statistics; Method of Monte Carlo|
|09/04 - 09/08||Holiday; 4.9; 6.1||Bootstrap Procedures; Maximum Likelihood Estimation|
|09/11 - 09/15||6.1; 6.2; 6.2||Rao-Cramer Lower Bound and Efficiency|
|09/18 - 09/22||6.3; 6.3; 6.4||Maximum Likelihood Tests; Multiparameter Case: Estimation|
|09/25 - 09/29||6.4; 7.1; 7.1||Multiparameter Case: Estimation; Measures of Quality of Estimators|
|10/02 - 10/06||7.1; Review; Midterm-1||Measures of Quality of Estimators|
|10/09 - 10/13||7.2; 7.2; 7.3||Sufficient Statistic; Properties of Sufficient Statistic|
|10/16 - 10/20||7.4; 7.5; 7.5||Completeness and Uniqueness; Exponential Class of Distributions|
|10/23 - 10/27||7.7; 7.7; 7.8||Case of Several Parameters; Minimal Sufficiency and Ancillary Statistics|
|10/30 - 11/03||7.8; 7.9; 7.9||Minimal Sufficiency and Ancillary Statistics; Sufficiency, Completeness and Independence|
|11/06 - 11/10||8.1; 8.1; 8.2||Most Powerful Tests; Uniformly Most Powerful Tests|
|11/13 - 11/17||8.2; Review; Midterm-2||Uniformly Most Powerful Tests|
|11/20 - 11/24||8.2; 8.3; Holiday||Uniformly Most Powerful Tests; Likelihood Ratio Tests|
|11/27 - 12/01||8.3; 11.2; 11.2||Likelihood Ratio Tests; Bayesian Procedures|
|12/04 - 12/08||11.2; Review; Review||Bayesian Procedures|
|12/11 - 12/15||Final Exam||Final Exam|