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Data Analytics

Regression prediction evaluation

A train-test split and suitable error measures estimate predictive performance on unseen cases.

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Chapter 25: Regression analysis7 lessons · 30 min
  1. 1Linear regression coefficients4 min
  2. 2Categorical regression predictors4 min
  3. 3Regression interactions4 min
  4. 4Regression residual diagnostics4 min
  5. 5Regression prediction evaluation4 min
  6. 6Logistic regression4 min
  7. 7Challenge: Regression analysis6 min
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This lesson is part of the Data Analytics course.

Example plan3 lessons · 12 min

Regression residual diagnostics4 min
Regression prediction evaluationRegression analysis4 min
Logistic regressionRegression analysis4 min

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