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NP Packages

Nonparametric and Semiparametric Methods

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  1. nprobust nprobust Public

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

    Stata 1 3

  2. lpdensity lpdensity Public

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

    R 4 3

  3. binsreg binsreg Public

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

    Stata 36 16

  4. nppackages.github.io 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 scpi Public

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

    R 29 10

Repositories

Showing 8 of 8 repositories
  • binsreg Public

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

    nppackages/binsreg’s past year of commit activity
    Stata 36 16 0 0 Updated May 23, 2024
  • 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.

    nppackages/nppackages.github.io’s past year of commit activity
    CSS 3 0 0 0 Updated Apr 30, 2024
  • lpcde Public

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

    nppackages/lpcde’s past year of commit activity
    R 4 0 0 0 Updated Apr 10, 2024
  • scpi Public

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

    nppackages/scpi’s past year of commit activity
    R 29 10 0 0 Updated Dec 14, 2023
  • lpdensity Public

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

    nppackages/lpdensity’s past year of commit activity
    R 4 3 0 0 Updated May 15, 2023
  • nprobust Public

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

    nppackages/nprobust’s past year of commit activity
    Stata 1 3 1 0 Updated Aug 19, 2022
  • lspartition Public

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

    nppackages/lspartition’s past year of commit activity
    R 1 1 0 0 Updated May 25, 2022
  • portsort Public
    nppackages/portsort’s past year of commit activity
    1 0 0 0 Updated Jul 29, 2021

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