Regularization Techniques

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August 31, 2024 4 min read Definitions
Ridge Regression: A Practical Approach to Multicollinearity
Statistics Mathematics Data Science Ridge Regression Multicollinearity Regression Analysis Biased Estimator Regularization Techniques
Ridge Regression is a technique used in the presence of multicollinearity in explanatory variables in regression analysis, resulting in a biased estimator but with smaller variance compared to ordinary least squares.
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