Linear Regression in Statistics

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What type of regression estimates the linear relationship between a scalar response and one or more explanatory variables?

Simple linear regression

In what case is the process called multiple linear regression?

With more than one explanatory variable

What type of regression predicts multiple correlated dependent variables?

Multivariate linear regression

In linear regression, what are the relationships modeled using?

Linear predictor functions

Which type of regression focuses on the conditional probability distribution of the response given the values of the predictors?

Linear regression

Test your knowledge of linear regression, a statistical model used to estimate the linear relationship between a response variable and one or more explanatory variables.

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