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QUESTION
Contrast the population regression line and the least squares line. Define and explain the RSE and R2 metrics. Explain the benefit of using RSE in...
- Contrast the population regression line and the least squares line.
- Define and explain the RSE and R2 metrics.
- Explain the benefit of using RSE in terms of units of measurement.
- Explain the advantage of using R2 compared with RSE or RSS.
- Provide the equations for direct estimation of parameters.
- Incorporate multiple predictors into the linear regression model.
- Incorporate interaction terms into the linear regression model.
- Incorporate polynomial terms into the linear regression model.
- Explain how gradient descent works for parameter estimation.
- Give the update rules for gradient descent applied to linear regression.
- Contrast outliers and high-leverage data-points.
- Explain p-values in the context of regression.
