AMS 412, Mathematical Statistics

Catalog Description: Estimation, confidence intervals, Neyman Pearson lemma, likelihood ratio test, hypothesis testing, chi square test, regression, analysis of variance, nonparametric methods.

Prerequisite:  AMS 311 

3 credits

SBC: CER, ESI, EXP+

Required Textbook:
"Mathematical Statistics with Applications" by Kandethody Ramachandran & Chris P. Tsokos; 2nd Edition; Publisher: Elsevier/Academic Press, 2015;
ISBN:  978-0-12417113-8

AMS 412 Instructor page

THIS COURSE IS TAUGHT IN THE SPRING SEMESTER AND SUMMER SESSION STARTING 2020

Topics
1.  Point Estimation (first half of Chap. 8) –  4 class hours.
2.  Sampling Distributions (Chap. 7) –  2 class hours.
3.  Properties of Point Estimators and Methods of Estimation (Chap. 9) –  8 class hours.
4.  Interval Estimation (second half of Chap. 8) –  6 class hours.
5.  Hypothesis Testing (Chap. 10) – 7 class hours 
6. Linear Models and Least Squares (Chap. 11) – 6 class hours.
7. Analysis of Variance (Cap. 13) –5 class hours.
8.  Examinations and Review – 4 class hours.