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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: Regression Analysis
Status: Statistical Analysis
BeginnerCourse14 hours

Featured reviews

SG

5.0Reviewed Apr 22, 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 2, 2019

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

DK

5.0Reviewed Jul 26, 2020

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

BV

5.0Reviewed Apr 24, 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

5.0Reviewed Aug 31, 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!

RA

5.0Reviewed Apr 28, 2025

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

AM

5.0Reviewed Jan 21, 2019

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

SS

4.0Reviewed Sep 11, 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.

AB

5.0Reviewed Apr 22, 2020

A wonderful look at multiple regression, including effect modification, interactions, and adjusted slopes.

JT

5.0Reviewed May 28, 2023

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

DK

5.0Reviewed Jul 26, 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

EL

5.0Reviewed May 22, 2021

Professor McGready is a passionate instructor who makes BioStats interesting and concrete through his real-world experiences and exercises. Another excellent class from Dr. John.

All reviews

Showing: 20 of 68

Shady Mohamed Salem
3.0
Reviewed May 26, 2019
Linye Chen
3.0
Reviewed Sep 25, 2020
Asst.Prof, Mech Vel Tech, Chennai
3.0
Reviewed May 1, 2020
Ricardo De Almeida
4.0
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Albert Botrous
4.0
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Michael Kim
5.0
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5.0
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Billy Chan
3.0
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Amn Amn
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Reviewed Jul 30, 2021
Konstantin Gorelik
5.0
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5.0
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Reviewed Apr 24, 2020
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5.0
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Elmira Amatahunova
4.0
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Bradley Atkinson
3.0
Reviewed Apr 11, 2020
Ingrid Soleil Hernández Caracún
5.0
Reviewed Jul 20, 2022
Miller Mac
5.0
Reviewed Nov 27, 2020
Jen Osiol
5.0
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John Rogard Tabori
5.0
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Sukanya
5.0
Reviewed Jul 29, 2020