Back to Multiple Regression Analysis in Public Health
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: Predictive Modeling
Status: Statistical Hypothesis Testing
BeginnerCourse14 hours

Featured reviews

DK

Reviewed 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

DK

Reviewed Jul 25, 2020

Very much informative and educative videos and systematically designed quiz sessions. Real treatise

UK

Reviewed 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.

AM

Reviewed Jan 20, 2019

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

SP

Reviewed Jul 1, 2020

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

SF

Reviewed 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.

BV

Reviewed 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.

CN

Reviewed 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!

SS

Reviewed Sep 10, 2023

The interactive nature of the course makes it student oriented while the weekly assignments keep students on their toes and encourage completion of the course.

FN

Reviewed Aug 1, 2019

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

RA

Reviewed Apr 27, 2025

Amazing professor, amazing course. I have published an article which I have performed multiple regression myself it was an exceptional experience.

JC

Reviewed 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.

All reviews

Showing: 20 of 68

Shady
Reviewed May 25, 2019
Linye
Reviewed Sep 25, 2020
Asst.Prof,
Reviewed Apr 30, 2020
Ricardo
Reviewed Jun 28, 2021
Albert
Reviewed Jul 11, 2020
Michael
Reviewed May 8, 2020
Anurag
Reviewed Jan 21, 2019
Billy
Reviewed Jul 24, 2019
Amn
Reviewed Jul 29, 2021
Konstantin
Reviewed Jan 1, 2020
Dr
Reviewed Jul 26, 2020
Bhalchandra
Reviewed Apr 24, 2020
Justin
Reviewed Nov 2, 2019
Elmira
Reviewed Sep 3, 2021
Bradley
Reviewed Apr 10, 2020
Ingrid
Reviewed Jul 19, 2022
Miller
Reviewed Nov 26, 2020
Jen
Reviewed Mar 31, 2020
John
Reviewed Aug 19, 2020
Sukanya
Reviewed Jul 28, 2020