About this Course

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Shareable Certificate
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Coursera Labs
Includes hands on learning projects.
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Approx. 53 hours to complete
English

What you will learn

  • Use regression analysis, least squares and inference

  • Understand ANOVA and ANCOVA model cases

  • Investigate analysis of residuals and variability

  • Describe novel uses of regression models such as scatterplot smoothing

Skills you will gain

  • Model Selection
  • Generalized Linear Model
  • Linear Regression
  • Regression Analysis
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Approx. 53 hours to complete
English

Offered by

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Johns Hopkins University

Syllabus - What you will learn from this course

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Week1
Week 1
13 hours to complete

Week 1: Least Squares and Linear Regression

13 hours to complete
9 videos (Total 74 min), 11 readings, 4 quizzes
Week2
Week 2
11 hours to complete

Week 2: Linear Regression & Multivariable Regression

11 hours to complete
10 videos (Total 70 min), 5 readings, 4 quizzes
Week3
Week 3
14 hours to complete

Week 3: Multivariable Regression, Residuals, & Diagnostics

14 hours to complete
14 videos (Total 168 min), 5 readings, 5 quizzes
Week4
Week 4
16 hours to complete

Week 4: Logistic Regression and Poisson Regression

16 hours to complete
7 videos (Total 95 min), 6 readings, 6 quizzes

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