Regression Models
By Coursera
on Coursera
· Data Science
About This Course
Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Analysis of residuals and variability will be investigated. The course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing.
Instructor
Johns Hopkins University
Frequently Asked Questions
How much does Regression Models cost?
Regression Models costs $49. Check the course page for current pricing and available discounts.
Who teaches Regression Models?
Regression Models is taught by Johns Hopkins University, Johns Hopkins University.
What skill level is Regression Models for?
This course is designed for all levels learners.