PubH 7405: Regression
PubH 7405:
Biostatistics Regression
The purpose of these pages is to provide students with a topical
outline of the course's contents.
Check out appropriate day to read a
brief version of each lecture, reading, and homework assignments. Due dates
and possible changes, however, are announced in class.
Day #01:
Review #1 - Statistical Process & Probability; plus
Course Information
and Syllabus
Day #02:
Review #2 - Basics of Statistical Inferences
Day #03:
Review #3 - Simple Correlation and Regression
Day #04:
Estimation of Parameters
Day #05:
Statistical Inferences, Part I
Day #06:
Biomedical Applications, Part I
Day #07:
Statistical Inferences, Part II
Day #08:
Diagnostics
Day #09:
More Diagnostics and Remedies
Day #10: Review #4
Day #11: Review #5 - SAS programming
Day #12:
A review of Matrices
Day #13:
Simple Linear Regression in Matrices
Day #14: Exam I - Simple Linear Regression
Day #15:
Introduction to Multiple Regression
Day #16:
Multiple Linear Regression in Matrices
Day #17:
Biomedical Applications, Part II
Day #18:
Statistical Tests in Multiple regression
Day #19:
Various Issues and solutions
Day #20:
Review #6 - Analysis of Covariance (ANCOVA)
Day #21:
Model Building/Variable selection
Day #22:
More on Diagnostics
Day #23:
Remedial Measures
Day #24:
Introduction to Logistic Regression
Day #25: Group Presentations A
Day #26: Group Presentations B
Day #27: More Presentations/Discussion/Reviews
Day #28: Exam II - Multiple Linear Regression
Day #29: Open/Overflow/Course's Wrapup
***End of Semester*** Good Luck on Your Career***