About this Course

Learner Career Outcomes

33%

started a new career after completing these courses

25%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level

You should know the basics of types of variables, distributions, hypothesis testing, p values and confidence intervals using R, though I'll recap.

Approx. 15 hours to complete
English

What you will learn

  • Describe when a linear regression model is appropriate to use

  • Read in and check a data set's variables using the software R prior to undertaking a model analysis

  • Fit a multiple linear regression model with interactions, check model assumptions and interpret the output

Skills you will gain

Correlation And DependenceLinear RegressionR Programming

Learner Career Outcomes

33%

started a new career after completing these courses

25%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level

You should know the basics of types of variables, distributions, hypothesis testing, p values and confidence intervals using R, though I'll recap.

Approx. 15 hours to complete
English

Offered by

Placeholder

Imperial College London

Start working towards your Master's degree

This course is part of the 100% online Global Master of Public Health from Imperial College London. If you are admitted to the full program, your courses count towards your degree learning.

Syllabus - What you will learn from this course

Content RatingThumbs Up97%(1,130 ratings)Info
Week
1

Week 1

5 hours to complete

INTRODUCTION TO LINEAR REGRESSION

5 hours to complete
7 videos (Total 34 min), 9 readings, 5 quizzes
Week
2

Week 2

4 hours to complete

Linear Regression in R

4 hours to complete
3 videos (Total 11 min), 8 readings, 2 quizzes
Week
3

Week 3

4 hours to complete

Multiple Regression and Interaction

4 hours to complete
4 videos (Total 17 min), 9 readings, 2 quizzes
Week
4

Week 4

3 hours to complete

MODEL BUILDING

3 hours to complete
5 videos (Total 16 min), 7 readings, 2 quizzes

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About the Statistical Analysis with R for Public Health Specialization

Statistical Analysis with R for Public Health

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