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Source: www.coursera.org
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6 sequences
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Level : Introductory
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Statistics & Probability
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Language : English
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48 points
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Key Information
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Free access
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Free certificate
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6 hours in total
About the content
Regression modeling is the standard method for analysis of continuous response data. This course provides theoretical and practical training in statistical modeling with particular emphasis on linear and multiple regression.
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Syllabus
Week One
- Review of basic statistical concepts
- Regression and correlation
Week Two
- Linear regression
- Assumptions for linear regression
- Hypothesis test and confidence intervals for model parameters
Week Three
- The correlation coefficient
- The ANOVA table for straight line regression
Week Four
- Polynomial regression
Week Five
- Multiple regression
- The partial F-test
- Dummy (or indicator) variables
- Statistical interaction
- Comparing two straight line regression equations
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Instructors
- Stanley Lemeshow - College of Public Health
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Content Designer
The Ohio State University is one of the largest universities in the United States. It's also home to a diverse group of the best and brightest people in the world: dedicated faculty, passionate students, and innovative researchers who make Ohio State one of the world's truly great universities.
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Platform
Coursera is a digital company offering massive open online course founded by computer teachers Andrew Ng and Daphne Koller Stanford University, located in Mountain View, California.
Coursera works with top universities and organizations to make some of their courses available online, and offers courses in many subjects, including: physics, engineering, humanities, medicine, biology, social sciences, mathematics, business, computer science, digital marketing, data science, and other subjects.
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