Healthcare Analytics: Regression in R
With Monika Wahi
Liked by 2,217 users
Duration: 4h 2m
Skill level: Advanced
Released: 1/19/2017
Course details
Linear and logistic regression models can be created using R, the open-source statistical computing software. In this course, biotech expert and epidemiologist Monika Wahi uses the publicly available Behavioral Risk Factor Surveillance Survey (BRFSS) dataset to show you how to perform a forward stepwise modeling process. Monika shows you how to design your research by considering scientific plausibility selecting a hypothesis. Then, she takes you through the steps of preparing, developing, and finalizing both a linear regression model and a logistic regression model. She also shares techniques for how to interpret diagnostic plots, improve model fit, compare models, and more.
Skills you’ll gain
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Certificate of Completion
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Showcase on your LinkedIn profile under “Licenses and Certificate” section
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Meet the instructor
Learner reviews
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Louis Martin
Louis Martin
Research Data Analyst at Indiana University School of Medicine
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Jamuna Prakash
Jamuna Prakash
MS-HCI, CHDA, Predictive Analyst / Data Scientist / Data Analyst
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Dr. Govind Nidigattu Ph.D
Dr. Govind Nidigattu Ph.D
AI/ML, Generative AI, LLMs
Contents
What’s included
- Practice while you learn 1 exercise file
- Test your knowledge 6 quizzes
- Learn on the go Access on tablet and phone