Clinical Statistics for Nonstatisticians

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Session 10: Statistical Modeling

Session Chair(s)

Rafe Donahue, PhD

Chief Statistical Advisor

Bufnagle Consulting, United States

Discuss analysis techniques that involve statistical models and show how they are used to make predictions and determine which explanatory variables are most useful. The concept of controlling for confounding variables will be described.

What is meant by “Statistical Modes”
Simple Linear Regression
Multiple Regression
P-Logistic Regression
Cox Regression Models
Analysis of Variance (ANOVA)
Analysis of Covariance (ANCOVA)