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Linear regression models a response mean as a linear combination
Xβ
of predictors. Ordinary least squares chooses
β
to minimize the sum of squared residuals.
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Design matrix
Linear regression
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Regression coefficient
Linear regression
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Interaction term
Linear regression
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Attenuation bias from classical measurement error
Linear regression
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Normal linear model
Statistical modelling
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Area of mathematics
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