399 citations · 407 across the 9 of their papers we have counts for
4 papers · 1 filter
Fast Algorithms for the Quantile Regression Process
Victor Chernozhukov, Iván Fernández-Val, Blaise Melly
The widespread use of quantile regression methods depends crucially on the existence of fast algorithms. Despite numerous algorithmic improvements, the computation time is still no…
SortedEffects: Sorted Causal Effects in R
Shuowen Chen, Victor Chernozhukov, Iván Fernández-Val +1
Chernozhukov et al. (2018) proposed the sorted effect method for nonlinear regression models. This method consists of reporting percentiles of the partial effects in addition to th…
Mastering Panel 'Metrics: Causal Impact of Democracy on Growth
Shuowen Chen, Victor Chernozhukov, Iván Fernández-Val
The relationship between democracy and economic growth is of long-standing interest. We revisit the panel data analysis of this relationship by Acemoglu, Naidu, Restrepo and Robins…
Selection and the Distribution of Female Hourly Wages in the U.S
Iván Fernández-Val, Franco Peracchi, Aico van Vuuren +1
We analyze the role of selection bias in generating the changes in the observed distribution of female hourly wages in the United States using CPS data for the years 1975 to 2020.…