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NP Packages's Projects

binsreg icon binsreg

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

lpcde icon lpcde

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

lpdensity icon lpdensity

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

lspartition icon lspartition

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

nppackages.github.io icon nppackages.github.io

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

nprobust icon nprobust

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

scpi icon scpi

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

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