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2019

On Binscatter

Cattaneo, Matias D., Crump, Richard K., Farrell, Max H. et al.

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Binscatter is a popular method for visualizing bivariate relationships and conducting informal specification testing.

We study the properties of this method formally and develop enhanced visualization and econometric binscatter tools.
These include estimating conditional means with optimal binning and quantifying uncertainty.
We also highlight a methodological problem related to covariate adjustment that can yield incorrect conclusions.

On Binscatter · Around

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Tukey, John W
1961
Earlier work this paper cites.
Hall, Peter
1992
Earlier work this paper cites.
Lepski, Oleg V. and Vladimir G. Spokoiny
1997
Earlier work this paper cites.
Shen, X., D. A. Wolfe, and S. Zhou
1998
Earlier work this paper cites.
Birgé, Lucien
2001
Earlier work this paper cites.
Györfi, László, Michael Kohler, Adam Krzyżak, and Harro Walk
2002
Earlier work this paper cites.
Huang, Jianhua Z
2003
Earlier work this paper cites.
Angrist, J. D. and J. S. Pischke
2008
Earlier work this paper cites.
Ling, Nengxiang and Shuhe Hu
2008
Earlier work this paper cites.
Schlenker, Wolfram and Michael J. Roberts
2009
Earlier work this paper cites.

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