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Applied Logistic Regression
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Week One
Logistic Regression Analysis
Fitting the Logistic Model
Week Two
The Likelihood Ratio Test
Finding a Confidence Interval for β and π
The Multiple Logistic Regression Model
Fitting the Multiple Logistic Regression Model
Week Three
Confidence Intervals for β, the Logit, and π
Interpretation of Coefficients
Dichotomous Independent Variables
Week Four
Polychotomous Independent Variables
Continuous Independent Variables
Week Five
Statistical Adjustment
Interaction and Confounding
Week Six
Estimating Odd Ratios in the Presence of Interaction
The 2X2 Table - Stratified Analysis vs Logistic Regression
Assessing the Fit of the Logistic Regression Model
Week Seven
Summary Measures of Goodness-of-Fit
Area Under the ROC Curve
Week Eight
R-squared-type Measures
Numerical Problems
Estimating the Mortality of ICU Patients
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