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Journal of the American Statistical Association Volume 115, 2020 - Issue 529
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Applications and Case Studies

Generic Inference on Quantile and Quantile Effect Functions for Discrete Outcomes

Victor ChernozhukovDepartment of Economics, MIT, Cambridge, MA;
,
Iván Fernández-ValDepartment of Economics, Boston University, Boston, MA;
,
Blaise MellyDepartment of Economics, University of Bern, Bern, Switzerland; Correspondence[email protected]
&
Kaspar WüthrichDepartment of Economics, UC San Diego, San Diego, CA
Pages 123-137 | Received 18 Apr 2017, Accepted 20 Apr 2019, Published online: 19 Jun 2019

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Sungho Noh. (2023) Nonparametric identification and estimation of heterogeneous causal effects under conditional independence. Econometric Reviews 42:3, pages 307-341.
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Alexander Henzi, Gian-Reto Kleger & Johanna F. Ziegel. (2023) Distributional (Single) Index Models. Journal of the American Statistical Association 118:541, pages 489-503.
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Christopher Campos & Caitlin Kearns. (2023) The Impact of Public School Choice: Evidence from Los Angeles’s Zones of Choice. The Quarterly Journal of Economics.
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Kaspar Wüthrich & Ying Zhu. (2023) Omitted Variable Bias of Lasso-Based Inference Methods: A Finite Sample Analysis. Review of Economics and Statistics, pages 1-16.
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S. Ghasemzadeh, M. Ganjali & T. Baghfalaki. (2022) Quantile regression via the EM algorithm for joint modeling of mixed discrete and continuous data based on Gaussian copula. Statistical Methods & Applications 31:5, pages 1181-1202.
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Pedro H. C. Sant'Anna, Xiaojun Song & Qi Xu. (2022) Covariate distribution balance via propensity scores. Journal of Applied Econometrics 37:6, pages 1093-1120.
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Burcu DURMUŞ, Öznur İŞÇİ GÜNERİ & Aynur İNCEKİRİK. (2022) Sayma Verileri ile Kantil Regresyon: Aşırı Yayılım Veri ÖrneğiQuantile Regression with Count Data: Example of Overdispersion Data. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 9:1, pages 286-303.
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Marco Geraci & Alessio Farcomeni. (2022) Mid-quantile regression for discrete responses. Statistical Methods in Medical Research 31:5, pages 821-838.
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Carlos Lamarche, Xuan Shi & Derek S. Young. (2021) Conditional Quantile Functions for Zero-Inflated Longitudinal Count Data. Econometrics and Statistics.
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Ferdi Botha, John P. de New, Sonja C. de New, David C. Ribar & Nicolás Salamanca. (2021) Implications of COVID-19 labour market shocks for inequality in financial wellbeing. Journal of Population Economics 34:2, pages 655-689.
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Victor Chernozhukov, Iván Fernández-Val & Martin Weidner. (2020) Network and panel quantile effects via distribution regression. Journal of Econometrics, pages 105009.
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Christopher Campos & Caitlin Kearns. (2021) The Impacts of Neighborhood School Choice: Evidence from Los Angeles' Zones of Choice. SSRN Electronic Journal.
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