Search results with tag "Local polynomial regression"

Extending Linear Regression: Weighted Least Squares ...

Squares, Heteroskedasticity, Local Polynomial Regression 36-350, Data Mining 23 October 2009 Contents 1 Weighted Least Squares 1 2 Heteroskedasticity 3 2.1 Weighted Least Squares as a Solution to Heteroskedasticity . . . 5 3 Local Linear Regression 10 4 Exercises 15 1 Weighted Least Squares Instead of minimizing the residual sum of squares, RSS ...

  Square, Local, Regression, Polynomials, Heteroskedasticity, Local polynomial regression