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Provides tools for statistical analysis using the binscatter methods developed by Cattaneo, Crump, Farrell and Feng (2021a) <arXiv:1902.09608> and Cattaneo, Crump, Farrell and Feng (2021b) <arXiv:1902.09615>. Binscatter provides a flexible way of describing the relationship between two variables based on partitioning/binning of the independent variable of interest. binsreg(), binsqreg() and binsglm() implement binscatter least squares regression, quantile regression and generalized linear regression respectively, with particular focus on constructing binned scatter plots. They also implement robust (pointwise and uniform) inference of regression functions and derivatives thereof. binstest() implements hypothesis testing procedures for parametric functional forms of and nonparametric shape restrictions on the regression function. binspwc() implements hypothesis testing procedures for pairwise group comparison of binscatter estimators. binsregselect() implements data-driven procedures for selecting the number of bins for binscatter estimation. All the commands allow for covariate adjustment, smoothness restrictions and clustering.

copied from cf-post-staging / r-binsreg
Type Size Name Uploaded Downloads Labels
conda 455.8 kB | noarch/r-binsreg-1.1-r45hc72bb7e_2.conda  16 days and 4 hours ago 64 main
conda 456.4 kB | noarch/r-binsreg-1.1-r44hc72bb7e_2.conda  16 days and 4 hours ago 72 main
conda 455.2 kB | noarch/r-binsreg-1.1-r44hc72bb7e_1.conda  1 year and 2 months ago 1070 main
conda 457.9 kB | noarch/r-binsreg-1.1-r43hc72bb7e_1.conda  1 year and 2 months ago 1094 main
conda 457.7 kB | noarch/r-binsreg-1.1-r43hc72bb7e_0.conda  1 year and 2 months ago 1014 main
conda 444.3 kB | noarch/r-binsreg-1.0-r43hc72bb7e_0.conda  2 years and 2 months ago 1413 main
conda 444.9 kB | noarch/r-binsreg-1.0-r42hc72bb7e_0.conda  2 years and 2 months ago 1423 main
conda 438.2 kB | noarch/r-binsreg-0.9-r43hc72bb7e_1.conda  2 years and 3 months ago 1453 main
conda 439.4 kB | noarch/r-binsreg-0.9-r42hc72bb7e_1.conda  2 years and 3 months ago 1428 main
conda 439.3 kB | noarch/r-binsreg-0.9-r42hc72bb7e_0.conda  2 years and 9 months ago 1764 main
conda 438.6 kB | noarch/r-binsreg-0.9-r41hc72bb7e_0.conda  2 years and 9 months ago 1752 main
conda 377.8 kB | noarch/r-binsreg-0.7-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1807 main
conda 377.8 kB | noarch/r-binsreg-0.7-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 1773 main
conda 376.7 kB | noarch/r-binsreg-0.7-r41hc72bb7e_0.tar.bz2  3 years and 11 months ago 2527 main
conda 376.6 kB | noarch/r-binsreg-0.7-r40hc72bb7e_0.tar.bz2  3 years and 11 months ago 2491 main
conda 376.3 kB | noarch/r-binsreg-0.6-r40hc72bb7e_0.tar.bz2  4 years and 26 days ago 2305 main
conda 376.3 kB | noarch/r-binsreg-0.6-r41hc72bb7e_0.tar.bz2  4 years and 26 days ago 2303 main

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