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Johns Hopkins University

Multiple Regression Analysis in Public Health

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.

Status: Statistical Modeling
Status: Biostatistics
BeginnerCourse14 hours

Featured reviews

SG

5.0Reviewed Apr 21, 2023

Recommended for beginners in the field. Instructor John McGready presents the otherwise complex concepts of Biostatistics straightforwardly, with many examples and a perfect pace.

FN

5.0Reviewed Aug 1, 2019

Incredible way of teaching biostatistics using by just adding more complexity to the same exercises in a gradual form!

UK

5.0Reviewed Jul 29, 2019

The course is well structured. The numerous examples and practice questions help the student apply the concepts learned. I love the fact that almost every question was from a real article.

SF

5.0Reviewed Mar 28, 2022

Excellent Course! Dr. McGready opened the doors of a whole new world to me with this specialization. Proud to have concluded it.

AM

5.0Reviewed Jan 20, 2019

Would love to learn more from Dr. McGready in statistical courses more advanced than the ones offered in this specialization

CN

5.0Reviewed Aug 30, 2019

The course was five stars, there were some quiz issues and a few numerical issues, but I learned a lot and appreciate the time and effort put into the content. Thank you!

SP

5.0Reviewed Jul 1, 2020

one of the finest courses on biostatistics, in order to get refreshed with the core concepts and applications!

BV

5.0Reviewed Apr 23, 2020

This course covers all types of Multiple Regressions. Instructor explained the complex topics in simple language. Relevant examples from clinical field and thorough explanation by the Instructor.

BA

5.0Reviewed Oct 8, 2025

I found this course very informative and I wish I could take more courses with Dr. McGready

JC

5.0Reviewed Nov 1, 2019

Very helpful in your explanations verbally and visually. It really helped me understand how to read and understand the cox regression model.

JT

5.0Reviewed May 27, 2023

The course simplifies important concepts in understanding biostatistics using detailed and explanations and examples

DK

5.0Reviewed Jul 25, 2020

lecture pattern gives enthusiasm in learning and solving quiz sessions. explanations for the solutions gives immense strength and confidence in learning. Excellant course and marvellous experience

All reviews

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Shady Mohamed Salem
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Reviewed May 25, 2019
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