Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, you'll extend simple regression to the prediction of a single outcome of interest on the basis of multiple variables. Along the way, you'll be introduced to a variety of methods, and you'll practice interpreting data and performing calculations on real data from published studies. Topics include multiple logistic regression, the Spline approach, confidence intervals, p-values, multiple Cox regression, adjustment, and effect modification.
Этот курс входит в специализацию ''Специализация Biostatistics in Public Health '
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Об этом курсе
The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.
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Practice multiple regression methods to determine relationships between an outcome and multiple predictors
Use the Spline approach for non-linear relationships with continuous predictors
Perform calculations with multiple predictor variables
Приобретаемые навыки
- effect modifcation
- Proportional Hazards Model
- Regression Analysis
- Spline approach
The recommended math prerequisite is up through and including basic algebra including logarithms and the equation of a line.
Будет ли вашей компании выгодно обучить сотрудников востребованным навыкам?
Попробуйте Coursera для бизнесаот партнера
Программа курса: что вы изучите
An Overview of Multiple Regression for Estimation, Adjustment, and Basic Prediction, and Multiple Linear Regression
Multiple Logistic Regression
Multiple Cox Regression
Course Project
Рецензии
- 5 stars79,16 %
- 4 stars15,53 %
- 3 stars4,92 %
- 1 star0,37 %
Лучшие отзывы о курсе MULTIPLE REGRESSION ANALYSIS IN PUBLIC HEALTH
thank you everyone for give me a chance to learn more thing from this coursera courses
A wonderful course with a wonderful instructor. I learned a lot!
Very helpful in your explanations verbally and visually. It really helped me understand how to read and understand the cox regression model.
Would love to learn more from Dr. McGready in statistical courses more advanced than the ones offered in this specialization
Специализация Biostatistics in Public Health : общие сведения

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