PubH 7405: Regression

PubH 7405:

Biostatistics Regression

Fall Semester, 2009: 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 , Syllabus , and Details on Group Presentations
  • 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: Special Cases and Applications Applications
  • Day #07: Biological Assays #1
  • Day #08: Statistical Inferences, Part II
  • Day #09: Diagnostics
  • Day #10: Goodness-of-Fit and Remedies
  • Day #11: Review #4: Overall
  • Day #12: Review #5 - SAS programming
  • Day #13: A review of Matrices for Linear Regression
  • Day #14: Simple Linear Regression in Matrices
  • Day #15: Exam I - Simple Linear Regression
  • Day #16: Introduction to Multiple Regression
  • Day #17: Multiple Linear Regression in Matrices
  • Day #18: Bioassays #2 and more Biomedical Applications
  • Day #19: Statistical Tests in Multiple regression
  • Day #20: Various Issues and solutions
  • Day #21: Review #6 - Analysis of Covariance (ANCOVA)
  • Day #22: Model Building/Variable selection
  • Day #23: Multiple Regression Diagnostics
  • Day #24: More Diagnostics and Remedial Measures
  • Day #25: Introduction to Logistic Regression
  • Day #26: Group Presentations
  • Day #27: Group Presentations
  • Day #28: Group Presentations
  • Day #29: Exam II - Multiple Linear Regression
  • ***End of Semester*** Good Luck on Your Career***