Applied Logistic Regression

Name: Applied Logistic Regression
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Author: The Ohio State University

课程

英语

16 时

来源

来自www.coursera.org

状况

自定进度
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8 序列
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课程详情

教学大纲

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

先决条件

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讲师

Stanley Lemeshow - College of Public Health

编辑

The Ohio State University is one of the largest universities in the United States. It's also home to a diverse group of the best and brightest people in the world: dedicated faculty, passionate students, and innovative researchers who make Ohio State one of the world's truly great universities.