PubH 7405: Regression

PubH 7405:

Biostatistics Regression

  • Day #01: Statistical Process and Probability; plus Course Information , Syllabus , and Presentations .
  • Day #02: Basics of Statistical Inferences
  • Day #03: Simple Correlation and Regression
  • Day #04: Correlation Analysis
  • Day #05: Estimation of Parameters
  • Day #06: Statistical Inferences, Part I
  • Day #07: SLR: Biomedical Applications
  • Day #08: Statistical Inferences, Part II
  • Day #09: Diagnostics
  • Day #10: Goodness-of-Fit and Remedies; Practice Problems for Exam I
  • Day #11: Reviews and Computations
  • Day #12: A review of Matrices for Linear Regression
  • 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 Analysis
  • Day #17: MLR: Biomedical Applications
  • Day #18: MLR: Statistical Inferences, Part I
  • Day #19: MLR: Statistical Inferences, Part II
  • Day #20: One-factor Experiment Designs
  • Day #21: Model Building/Variable selection; Practice Problems for Exam II
  • Day #22: Multiple Regression Diagnostics
  • Day #23: More Diagnostics and Remedial Measures
  • Day #24: Introduction to Logistic Regression
  • Day #25: Group Presentations
  • Day #26: Group Presentations
  • Day #27: Group Presentations
  • Day #28: Exam II - Multiple Linear Regression
  • Day #29: Design Issues: Validity and Sample Size
  • ***End of Semester*** See you next year ***