Regression Methods

Ordinary Least Squares Regression (OLS)

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Partial Least Squares Regression (PLS)

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Generalized Linear Models (GLM)

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Robust Linear Models (RLM)

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Ridge Regression

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Least Absolute Shrinkage and Selection Operator (LASSO) Regression

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Multivariate Adaptive Regression Spines (MARS)

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Locally Estimated Scatterplot Smoothing (LOESS)

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