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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  7 months and 13 days ago 634 main
conda 457.9 kB | noarch/r-binsreg-1.1-r43hc72bb7e_1.conda  7 months and 13 days ago 681 main
conda 457.7 kB | noarch/r-binsreg-1.1-r43hc72bb7e_0.conda  7 months and 22 days ago 612 main
conda 444.3 kB | noarch/r-binsreg-1.0-r43hc72bb7e_0.conda  1 year and 8 months ago 1036 main
conda 444.9 kB | noarch/r-binsreg-1.0-r42hc72bb7e_0.conda  1 year and 8 months ago 1045 main
conda 438.2 kB | noarch/r-binsreg-0.9-r43hc72bb7e_1.conda  1 year and 8 months ago 1084 main
conda 439.4 kB | noarch/r-binsreg-0.9-r42hc72bb7e_1.conda  1 year and 8 months ago 1061 main
conda 439.3 kB | noarch/r-binsreg-0.9-r42hc72bb7e_0.conda  2 years and 2 months ago 1400 main
conda 438.6 kB | noarch/r-binsreg-0.9-r41hc72bb7e_0.conda  2 years and 2 months ago 1362 main
conda 377.8 kB | noarch/r-binsreg-0.7-r42hc72bb7e_1.tar.bz2  2 years and 5 months ago 1414 main
conda 377.8 kB | noarch/r-binsreg-0.7-r41hc72bb7e_1.tar.bz2  2 years and 5 months ago 1410 main
conda 376.7 kB | noarch/r-binsreg-0.7-r41hc72bb7e_0.tar.bz2  3 years and 5 months ago 2142 main
conda 376.6 kB | noarch/r-binsreg-0.7-r40hc72bb7e_0.tar.bz2  3 years and 5 months ago 2122 main
conda 376.3 kB | noarch/r-binsreg-0.6-r40hc72bb7e_0.tar.bz2  3 years and 6 months ago 1932 main
conda 376.3 kB | noarch/r-binsreg-0.6-r41hc72bb7e_0.tar.bz2  3 years and 6 months ago 1947 main

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