PubH 7405: Regression
PubH 7405:
Biostatistics Regression (Fall 2019)
Day #01:
Review 1: Basics of Statistical Inferences; plus
Course Information ,
Syllabus , and
Presentations .
Day #02:
Review 2: Simple Correlation and Regression
Day #03:
Review 3: Experimental Designs
Day #04:
Correlation Analysis
Day #05:
Estimation of Parameters
Day #06:
Statistical Inferences, Part I
Day #07:
SLR: Biomedical Applications, Part A
Day #08:
SLR: Biomedical Applications, Part B
Day #09:
Statistical Inferences, Part II
Day #10:
Diagnostics and Remedies
Day #11:
Introduction to Multiple Regression
Day #12:
Linear Regression in Matrices
Day #13: Exam I
Day #14:
MLR: Biomedical Applications
Day #15:
MLR: Statistical Inferences, Part I
Day #16:
MLR: Statistical Inferences, Part II
Day #17:
Model Building/Variable selection;
Day #18:
Multiple Regression Diagnostics and Remedial Measure
Day #19:
Introduction to Logistic Regression
Day #20:
Cross-over Experiment Designs
Day #21:
Disease Diagnosis and Personalized Medicine
Day #22:
Propensity Score
Day #23:
Introduction to Poisson Regression
Day #24:
Design Issues: Validity and Sample Size
Day #25: Group Presentations
Day #26: Group Presentations
Day #27: Group Presentations
Day #28:
Introduction of Repeated Measurements.
Day #29: Exam II
See you next year in "PubH 7470: Study Designs in Biomedical Research"