Welcome to localpoly’s documentation!

This package uses Local Polynomial Regression to create a fit to the data. The model conveniently also estimates the first and second derivative of the fit.

The main functions are LocalPolynomialRegression.fit, which creates the fit and LocalPolynomialRegressionCV.bandwidth_cv, which finds the optimal bandwidth for the kernel which is used for the fit.

• Theoretical Background
  • Resources:
• Install
• Examples
  • Create Fit with LocalPolynomialRegression
  • Bandwidth Optimization with LocalPolynomialRegressionCV
• Module Reference
  • localpoly package
  • setup module
• License

Indices and tables

• Index

• Module Index

• Search Page