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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-staging / r-binsreg
Type Size Name Uploaded Downloads Labels
conda 455.2 kB | noarch/r-binsreg-1.1-r44hc72bb7e_1.conda  6 months and 25 days ago 601 main
conda 457.9 kB | noarch/r-binsreg-1.1-r43hc72bb7e_1.conda  6 months and 25 days ago 647 main
conda 457.7 kB | noarch/r-binsreg-1.1-r43hc72bb7e_0.conda  7 months and 6 days ago 582 main
conda 444.3 kB | noarch/r-binsreg-1.0-r43hc72bb7e_0.conda  1 year and 7 months ago 1005 main
conda 444.9 kB | noarch/r-binsreg-1.0-r42hc72bb7e_0.conda  1 year and 7 months ago 1016 main
conda 438.2 kB | noarch/r-binsreg-0.9-r43hc72bb7e_1.conda  1 year and 8 months ago 1050 main
conda 439.4 kB | noarch/r-binsreg-0.9-r42hc72bb7e_1.conda  1 year and 8 months ago 1037 main
conda 439.3 kB | noarch/r-binsreg-0.9-r42hc72bb7e_0.conda  2 years and 1 month ago 1369 main
conda 438.6 kB | noarch/r-binsreg-0.9-r41hc72bb7e_0.conda  2 years and 1 month ago 1332 main
conda 377.8 kB | noarch/r-binsreg-0.7-r42hc72bb7e_1.tar.bz2  2 years and 4 months ago 1387 main
conda 377.8 kB | noarch/r-binsreg-0.7-r41hc72bb7e_1.tar.bz2  2 years and 4 months ago 1384 main
conda 376.7 kB | noarch/r-binsreg-0.7-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 2114 main
conda 376.6 kB | noarch/r-binsreg-0.7-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 2096 main
conda 376.3 kB | noarch/r-binsreg-0.6-r40hc72bb7e_0.tar.bz2  3 years and 5 months ago 1906 main
conda 376.3 kB | noarch/r-binsreg-0.6-r41hc72bb7e_0.tar.bz2  3 years and 5 months ago 1915 main

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