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NP Packages

Nonparametric and Semiparametric Methods

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  1. nprobust Public

    Estimation and inference using kernel density and local polynomial regression methods.

    Stata 2 3

  2. lpdensity Public

    Estimation and inference using local polynomial distribution/density regression methods.

    R 5 3

  3. binsreg Public

    Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.

    Stata 42 17

  4. nppackages.github.io Public

    Software packages for nonparametric and semiparametric smoothing methods with application to causal inference, treatment effect and program evaluation estimation and inference.

    CSS 3

  5. scpi Public

    Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.

    R 32 10

Repositories

Showing 8 of 8 repositories
  • binsreg Public

    Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.

    Stata 42 17 0 1 Updated Mar 24, 2025
  • nppackages.github.io Public

    Software packages for nonparametric and semiparametric smoothing methods with application to causal inference, treatment effect and program evaluation estimation and inference.

    CSS 3 0 0 0 Updated Mar 24, 2025
  • lpcde Public

    R implementation of bandwidth selection, point estimation and inference procedures for local polynomial conditional distribution and density methods.

    R 4 GPL-3.0 0 0 0 Updated Mar 12, 2025
  • scpi Public

    Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.

    R 32 10 0 0 Updated Feb 1, 2025
  • lpdensity Public

    Estimation and inference using local polynomial distribution/density regression methods.

    R 5 3 0 0 Updated Jan 23, 2025
  • portsort Public
    1 0 0 0 Updated Oct 24, 2024
  • nprobust Public

    Estimation and inference using kernel density and local polynomial regression methods.

    Stata 2 3 1 0 Updated Oct 24, 2024
  • lspartition Public

    Estimation and inference using partitioning-based least squares methods, including B-splines, wavelet and piecewise polynomial regression estimators.

    R 1 1 0 0 Updated Oct 24, 2024

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