Linear Regression in Statistics
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Questions and Answers

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

  • Multivariate linear regression
  • Errors-in-variables models
  • Affine regression
  • Simple linear regression (correct)

    • In what case is the process called multiple linear regression?

  • With correlated dependent variables
  • With more than one explanatory variable (correct)
  • When the relationship is modeled using linear predictor functions
  • When the explanatory variables are measured with error

    • What type of regression predicts multiple correlated dependent variables?

  • Multivariate linear regression (correct)
  • Multiple linear regression
  • Errors-in-variables models
  • Simple linear regression

    • In linear regression, what are the relationships modeled using?

    <p>Linear predictor functions</p> Signup and view all the answers

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

    <p>Linear regression</p> Signup and view all the answers

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