Detection and Handling of Multicollinearity in Regression Analysis (Q166747)

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Detecting and managing issues in statistical models that occur when predictor variables are highly correlated.
  • Multicollinearity
  • Regression Analysis
  • Outlier Detection
  • Robust Estimation
  • Variance Inflation Factor
  • Principal Component Analysis
  • Relative Importance
  • Depth Functions
  • Robust Statistics
  • Functional Data
Language Label Description Also known as
English
Detection and Handling of Multicollinearity in Regression Analysis
Detecting and managing issues in statistical models that occur when predictor variables are highly correlated.
  • Multicollinearity
  • Regression Analysis
  • Outlier Detection
  • Robust Estimation
  • Variance Inflation Factor
  • Principal Component Analysis
  • Relative Importance
  • Depth Functions
  • Robust Statistics
  • Functional Data

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