Fernández-Val, Iván
- Conditional Quantile Processes based on Series or Many Regressors
2011/05/31 by Alexandre Belloni, Belloni, Alexandre, Victor Chernozhukov +5 · 5 citations
Mathematics · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Immunization in India
2017/12/13 by Victor Chernozhukov, Chernozhukov, Victor, Mert Demirer +5 · 4 citations
Mathematics · Medicine · Social Sciences · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Machine Learning (stat.ML) #SARS-CoV-2 and COVID-19 Research #Statistics Theory (math.ST) #Vaccine Coverage and Hesitancy
- Generic Inference on Quantile and Quantile Effect Functions for Discrete Outcomes
2016/08/18 by Victor Chernozhukov, Iván Fernández‐Val, Chernozhukov, Victor +5 · 4 citations
Mathematics · #62F25 #62G15 #62P20 #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Parametric Modeling of Quantile Regression Coefficient Functions with Longitudinal Data
2020/05/30 by Paolo Frumento, Frumento, Paolo, Matteo Bottai +3 · 2 citations
Mathematics · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Statistical Methods and Inference
- Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
2024/03/09 by Victor Chernozhukov, Iván Fernández‐Val, Chernozhukov, Victor +5 · 3 citations
Mathematics · Health Professions · #Advanced Causal Inference Techniques #Global Health Care Issues #Statistical Methods and Inference
- quantreg.nonpar: An R Package for Performing Nonparametric Series\n Quantile Regression
2016/10/26 by Michael Lipsitz, Alexandre Belloni, Lipsitz, Michael +5 · 1 citation
Computer Science · Mathematics · #Computation (stat.CO) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Neural Networks and Applications #Statistical Methods and Inference
- Semiparametric Estimation of Structural Functions in Nonseparable Triangular Models
2017/11/06 by Chernozhukov, Victor, Fernández-Val, Iván, Newey, Whitney +2 · 1 citation
#62P20 #91B82 #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
- Nonseparable Sample Selection Models with Censored Selection Rules
2018/01/26 by Fernández-Val, Iván, van Vuuren, Aico, Vella, Francis · 2 citations
#Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
- Low-Rank Approximations of Nonseparable Panel Models
2020/10/23 by Fernández-Val, Iván, Freeman, Hugo, Weidner, Martin · 1 citation
#Econometrics (econ.EM) #FOS: Economics and business
- Mastering Panel 'Metrics: Causal Impact of Democracy on Growth
2019/01/12 by Chen, Shuowen, Chernozhukov, Victor, Fernández-Val, Iván · 1 citation
#62P20 #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
- Arellano-Bond LASSO Estimator for Dynamic Linear Panel Models
2024/02/01 by Victor Chernozhukov, Chernozhukov, Victor, Iván Fernández‐Val +7 · 1 citation
Social Sciences · Decision Sciences · Economics, Econometrics and Finance · #econ.EM
- A simple distributional difference-in-differences estimator for univariate and bivariate outcomes
2024/09/03 by Iván Fernández‐Val, Fernández-Val, Iván, Jonas Meier +5 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference