Hidehiko Ichimura : Citation Profile

Are you Hidehiko Ichimura?

University of Arizona (90% share)
University of Tokyo (10% share)

19

H index

22

i10 index

6350

Citations

RESEARCH PRODUCTION:

23

Articles

68

Papers

3

Chapters

RESEARCH ACTIVITY:

   35 years (1986 - 2021). See details.
   Cites by year: 181
   Journals where Hidehiko Ichimura has often published
   Relations with other researchers
   Recent citing documents: 670.    Total self citations: 28 (0.44 %)

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   Updated: 2022-06-22    RAS profile: 2021-11-05    
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Relations with other researchers

Works with:

Fukai, Taiyo (4)

Newey, Whitney (4)

Escanciano, Juan Carlos (3)

Sawada, Yasuyuki (3)

Chernozhukov, Victor (3)

Arai, Yoichi (2)

Ruud, Paul (2)

Powell, James (2)

Shimizutani, Satoshi (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Hidehiko Ichimura.

Is cited by:

Lechner, Michael (107)

Heckman, James (88)

Imbens, Guido (63)

Smith, Jeffrey (55)

Czarnitzki, Dirk (46)

Caliendo, Marco (45)

Fitzenberger, Bernd (43)

Frölich, Markus (38)

Huber, Martin (37)

Mitnik, Oscar (34)

Sianesi, Barbara (34)

Cites to:

Chen, Xiaohong (27)

Newey, Whitney (21)

Imbens, Guido (18)

Heckman, James (14)

LINTON, OLIVER (13)

Powell, James (12)

french, eric (11)

Kitao, Sagiri (10)

Chernozhukov, Victor (10)

Shimizutani, Satoshi (9)

Blundell, Richard (9)

Main data

Where Hidehiko Ichimura has published?

Journals with more than one article published# docs
The Japanese Economic Review4
The Japanese Economic Review3
Econometrica3
Journal of Econometrics3
Journal of Business & Economic Statistics2
Review of Economic Studies2
American Economic Review2

Working Papers Series with more than one paper published# docs
CeMMAP working papers / Centre for Microdata Methods and Practice, Institute for Fiscal Studies13
CIRJE F-Series / CIRJE, Faculty of Economics, University of Tokyo10
PIE/CIS Discussion Paper / Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University5
GRIPS Discussion Papers / National Graduate Institute for Policy Studies3
IZA Discussion Papers / Institute of Labor Economics (IZA)3
Papers / arXiv.org2
Cowles Foundation Discussion Papers / Cowles Foundation for Research in Economics, Yale University2
IFS Working Papers / Institute for Fiscal Studies2

Recent works citing Hidehiko Ichimura (2021 and 2020)

YearTitle of citing document
2020Efficiency of the Retail Industry and Inelastic Supply. (2020). Konishi, Yoko ; Nishiyama, Yoshihiko. In: Advances in Decision Sciences. RePEc:aag:wpaper:v:24:y:2020:i:2:p:134-166.

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2021How to Cope with Dyslexia: The Effects of Special Education on Academic Performance, Personality Traits, and Well-being. (2021). Nielsen, Soren Albeck. In: Economics Working Papers. RePEc:aah:aarhec:2021-13.

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2020Effects of electric pumps on farm-level agricultural production and groundwater use in West Bengal. (2020). Stifel, David ; Buisson, Marie-Charlotte ; Balasubramanya, Soumya. In: 2020 Annual Meeting, July 26-28, Kansas City, Missouri. RePEc:ags:aaea20:304212.

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2021.

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2021.

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2021Estimating the impact of membership of participatory extension programme across different enterprise groups: a conditional difference-in-differences approach. (2021). Ashfield, Austen ; Jack, Claire ; Adenuga, Adewale H ; Wallace, Michael. In: 94th Annual Conference, March 29-30, 2021, Warwick, UK (Hybrid). RePEc:ags:aesc21:311082.

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2020How does crop insurance influence pesticide use? Evidence from French farms. (2020). Aubert, Magali ; Enjolras, Geoffroy. In: Review of Agricultural, Food and Environmental Studies. RePEc:ags:frrfes:316461.

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2021.

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2021.

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2021.

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2021.

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2021EFFECT OF INTEGRATED PEST MANAGEMENT TECHNOLOGY ON THE LIVELIHOODS OF SMALL-SCALE MAIZE PRODUCERS. (2021). Sibiko, Kenneth Waluse ; Bett, Hillary Kiplangat ; Gwada, Robert Ouko. In: Review of Agricultural and Applied Economics (RAAE). RePEc:ags:roaaec:310313.

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2020Efficiency of the Retail Industry and Inelastic Supply. (2020). Nishiyama, Yoshihiko ; Konishi, Yoko . In: International Association of Decision Sciences. RePEc:ahq:wpaper:v:24:y:2020:i:2:p:134-166.

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2022Impact of Information on Technical Efficiency of Agricultural Production in India. (2022). Chakravarty, Aritri. In: BASE University Working Papers. RePEc:alj:wpaper:14/2022.

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2020Supporting innovative entrepreneurship: an evaluation of the Italian Start-up Act. (2020). Santoleri, Pietro ; Menon, Carlo ; Manaresi, Francesco. In: Mo.Fi.R. Working Papers. RePEc:anc:wmofir:163.

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2021BAYESIAN MODEL AVERAGING FOR PROPENSITY SCORE MATCHING IN TAX REBATE. (2021). Pigini, Claudia ; Pedini, Luca ; Lucchetti, Riccardo (Jack). In: Working Papers. RePEc:anc:wpaper:457.

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2022THE IMPACT OF COVID-19 LOCKDOWN ON THE GENDER GAP IN THE ITALIAN LABOUR MARKET. (2022). Steinert, Mariano ; Giorgetti, Isabella ; Bettin, Giulia ; Staffolani, Stefano. In: Working Papers. RePEc:anc:wpaper:460.

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2021.

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2021Identification with Latent Choice Sets. (2019). Kamat, Vishal. In: Papers. RePEc:arx:papers:1711.02048.

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2021Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness. (2018). Koles, Michal ; Armstrong, Timothy B. In: Papers. RePEc:arx:papers:1712.04594.

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2021An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls. (2019). Wüthrich, Kaspar ; Chernozhukov, Victor ; Wuthrich, Kaspar. In: Papers. RePEc:arx:papers:1712.09089.

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2020Nonseparable Sample Selection Models with Censored Selection Rules. (2018). Vella, Francis ; van Vuuren, Aico ; Fern, Iv'An. In: Papers. RePEc:arx:papers:1801.08961.

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2020Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment. (2018). Sant'Anna, Pedro ; Callaway, Brantly. In: Papers. RePEc:arx:papers:1803.09015.

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2020Varying Random Coefficient Models. (2019). hoderlein, stefan ; Breunig, Christoph. In: Papers. RePEc:arx:papers:1804.03110.

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2020Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects. (2018). Sun, Liyang ; Abraham, Sarah. In: Papers. RePEc:arx:papers:1804.05785.

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2020A Practical Method of Estimation and Inference for Policy-Relevant Treatment Effects. (2018). Ura, Takuya ; Sasaki, Yuya. In: Papers. RePEc:arx:papers:1805.11503.

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2020Local Linear Forests. (2019). Athey, Susan ; Wager, Stefan ; Tibshirani, Julie ; Friedberg, Rina. In: Papers. RePEc:arx:papers:1807.11408.

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2020Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs. (2018). Cattaneo, Matias ; Farrell, Max H ; Calonico, Sebastian. In: Papers. RePEc:arx:papers:1809.00236.

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2020Efficient Difference-in-Differences Estimation with High-Dimensional Common Trend Confounding. (2019). Zimmert, Michael. In: Papers. RePEc:arx:papers:1809.01643.

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2021Learning L2 Continuous Regression Functionals via Regularized Riesz Representers. (2019). Chernozhukov, Victor ; Singh, Rahul ; Newey, Whitney K. In: Papers. RePEc:arx:papers:1809.05224.

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2020Covariate Distribution Balance via Propensity Scores. (2019). Sant'Anna, Pedro ; Xu, QI ; Song, Xiaojun. In: Papers. RePEc:arx:papers:1810.01370.

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2020A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands. (2018). Sloczy, Tymon. In: Papers. RePEc:arx:papers:1810.01576.

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2020Nonparametric maximum likelihood methods for binary response models with random coefficients. (2019). Koenker, Roger ; Gu, Jiaying. In: Papers. RePEc:arx:papers:1811.03329.

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2022Identification of semiparametric discrete outcome models with bounded covariates. (2018). Kashaev, Nail. In: Papers. RePEc:arx:papers:1811.05555.

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2020Doubly Robust Difference-in-Differences Estimators. (2019). Sant'Anna, Pedro ; Zhao, Jun B. In: Papers. RePEc:arx:papers:1812.01723.

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2020Salvaging Falsified Instrumental Variable Models. (2019). Poirier, Alexandre ; Masten, Matthew A. In: Papers. RePEc:arx:papers:1812.11598.

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2020Orthogonal Statistical Learning. (2019). Syrgkanis, Vasilis ; Foster, Dylan J. In: Papers. RePEc:arx:papers:1901.09036.

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2020Average Density Estimators: Efficiency and Bootstrap Consistency. (2019). Jansson, Michael ; Cattaneo, Matias. In: Papers. RePEc:arx:papers:1904.09372.

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2021Discrete Choice and Welfare Analysis with Unobserved Choice Sets. (2019). Kashaev, Nail ; Aguiar, Victor H. In: Papers. RePEc:arx:papers:1907.04853.

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2021Consistency and matching without replacement. (2019). Savje, Fredrik . In: Papers. RePEc:arx:papers:1907.07288.

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2021Testing for Sample Selection. (2019). Gutknecht, Daniel ; Corradi, Valentina. In: Papers. RePEc:arx:papers:1907.07412.

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2021De-biased Machine Learning for Compliers. (2019). Sun, Liyang ; Singh, Rahul. In: Papers. RePEc:arx:papers:1909.05244.

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2021A General Framework for Inference on Shape Restrictions. (2019). Seo, Juwon ; Fang, Zheng. In: Papers. RePEc:arx:papers:1910.07689.

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2020Group Average Treatment Effects for Observational Studies. (2019). Lessmann, Stefan ; Hardle, Wolfgang Karl ; Jacob, Daniel. In: Papers. RePEc:arx:papers:1911.02688.

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2021Causal Inference and Data-Fusion in Econometrics. (2019). Bareinboim, Elias ; Hunermund, Paul . In: Papers. RePEc:arx:papers:1912.09104.

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2021Minimax Semiparametric Learning With Approximate Sparsity. (2019). Chernozhukov, Victor ; Newey, Whitney K ; Bradic, Jelena. In: Papers. RePEc:arx:papers:1912.12213.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2019). Lechner, Michael ; Bollens, Joost ; Cockx, Bart. In: Papers. RePEc:arx:papers:1912.12864.

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2021Double/Debiased Machine Learning for Dynamic Treatment Effects. (2020). Syrgkanis, Vasilis ; Lewis, Greg. In: Papers. RePEc:arx:papers:2002.07285.

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2021Safe Counterfactual Reinforcement Learning. (2020). Yata, Kohei ; Yasui, Shota ; Narita, Yusuke. In: Papers. RePEc:arx:papers:2002.08536.

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2020Identification of Random Coefficient Latent Utility Models. (2020). Rehbeck, John ; Allen, Roy. In: Papers. RePEc:arx:papers:2003.00276.

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2020A Correlated Random Coefficient Panel Model with Time-Varying Endogeneity. (2020). Laage, Louise. In: Papers. RePEc:arx:papers:2003.09367.

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2020Missing at Random or Not: A Semiparametric Testing Approach. (2020). Chen, Yong ; Tang, Cheng Yong ; Shaw, Pamela ; Liang, Jason C ; Duan, Rui. In: Papers. RePEc:arx:papers:2003.11181.

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2021Estimating Treatment Effects with Observed Confounders and Mediators. (2020). Childers, David ; Lipton, Zachary C ; Gupta, Shantanu. In: Papers. RePEc:arx:papers:2003.11991.

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2021Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments. (2020). Lee, Ying-Ying ; Colangelo, Kyle. In: Papers. RePEc:arx:papers:2004.03036.

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2020Microeconometrics with Partial Identification. (2020). Molinari, Francesca. In: Papers. RePEc:arx:papers:2004.11751.

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2021Sensitivity to Calibrated Parameters. (2020). Jørgensen, Thomas ; Jorgensen, Thomas H. In: Papers. RePEc:arx:papers:2004.12100.

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2021Do Ads Harm News Consumption?. (2020). Miller, Klaus ; Skiera, Bernd ; Yan, Shunyao. In: Papers. RePEc:arx:papers:2005.06840.

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2020Irregular Identification of Structural Models with Nonparametric Unobserved Heterogeneity. (2020). Escanciano, Juan Carlos. In: Papers. RePEc:arx:papers:2005.08611.

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2020Revealing gender-specific costs of STEM in an extended Roy model of major choice. (2020). Mourifie, Ismael ; Meango, Romuald ; Henry, Marc. In: Papers. RePEc:arx:papers:2005.09095.

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2020The Mode Treatment Effect. (2020). Chang, Neng-Chieh. In: Papers. RePEc:arx:papers:2007.11606.

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2020Bounds on Distributional Treatment Effect Parameters using Panel Data with an Application on Job Displacement. (2020). Callaway, Brantly. In: Papers. RePEc:arx:papers:2008.08117.

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2020Coverage Optimal Empirical Likelihood Inference for Regression Discontinuity Design. (2020). Yu, Zhengfei ; Ma, Jun. In: Papers. RePEc:arx:papers:2008.09263.

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2021Better Lee Bounds. (2020). Semenova, Vira. In: Papers. RePEc:arx:papers:2008.12720.

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2020Robust Semiparametric Estimation in Panel Multinomial Choice Models. (2020). Li, Ming ; Gao, Wayne Yuan. In: Papers. RePEc:arx:papers:2009.00085.

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2020The role of parallel trends in event study settings: An application to environmental economics. (2020). Sant'Anna, Pedro ; Marcus, Michelle. In: Papers. RePEc:arx:papers:2009.01963.

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2021Heterogeneous Coefficients, Control Variables, and Identification of Treatment Effects. (2020). Stouli, Sami ; Newey, Whitney K. In: Papers. RePEc:arx:papers:2009.02314.

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2020Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data. (2020). Tao, Jing ; Peng, Sida ; Ning, Yang. In: Papers. RePEc:arx:papers:2009.03151.

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2021Nonclassical Measurement Error in the Outcome Variable. (2020). Martin, Stephan ; Breunig, Christoph. In: Papers. RePEc:arx:papers:2009.12665.

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2022Heterogeneous effects of waste pricing policies. (2020). Valente, Marica. In: Papers. RePEc:arx:papers:2010.01105.

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2021Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning. (2020). Gretton, Arthur ; Xu, Liyuan ; Singh, Rahul. In: Papers. RePEc:arx:papers:2010.04855.

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2020Identifying causal channels of policy reforms with multiple treatments and different types of selection. (2020). Strittmatter, Anthony ; Doerr, Annabelle. In: Papers. RePEc:arx:papers:2010.05221.

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2021Deep Learning for Individual Heterogeneity. (2020). Misra, Sanjog ; Liang, Tengyuan ; Farrell, Max H. In: Papers. RePEc:arx:papers:2010.14694.

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2020Doubly weighted M-estimation for nonrandom assignment and missing outcomes. (2020). Negi, Akanksha. In: Papers. RePEc:arx:papers:2011.11485.

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2020The Causal Learning of Retail Delinquency. (2020). Leung, Cheuk Hang ; Huang, Yiyan ; Wang, Dongdong ; Peng, Nanbo ; Wu, QI ; Yan, Xing. In: Papers. RePEc:arx:papers:2012.09448.

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2021Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments. (2020). Singh, Rahul. In: Papers. RePEc:arx:papers:2012.10315.

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2020Policy Transforms and Learning Optimal Policies. (2020). Russell, Thomas M. In: Papers. RePEc:arx:papers:2012.11046.

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2021Discordant Relaxations of Misspecified Models. (2020). Li, Lixiong ; D'esir'e K'edagni, ; Mourifi, Ismael . In: Papers. RePEc:arx:papers:2012.11679.

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2020Quantile regression with generated dependent variable and covariates. (2020). Bhattacharya, Jayeeta. In: Papers. RePEc:arx:papers:2012.13614.

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2020Adversarial Estimation of Riesz Representers. (2020). Syrgkanis, Vasilis ; Singh, Rahul ; Newey, Whitney ; Chernozhukov, Victor. In: Papers. RePEc:arx:papers:2101.00009.

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2022Partial Identification in Nonseparable Binary Response Models with Endogenous Regressors. (2021). Russell, Thomas M ; Gu, Jiaying. In: Papers. RePEc:arx:papers:2101.01254.

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2022Using Monotonicity Restrictions to Identify Models with Partially Latent Covariates. (2021). Postlewaite, Andrew ; Bang, Minji ; Gao, Wayne Yuan ; Sieg, Holger. In: Papers. RePEc:arx:papers:2101.05847.

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2021Statistical Power for Estimating Treatment Effects Using Difference-in-Differences and Comparative Interrupted Time Series Designs with Variation in Treatment Timing. (2021). Schochet, Peter Z. In: Papers. RePEc:arx:papers:2102.06770.

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2021Debiased Kernel Methods. (2021). Singh, Rahul. In: Papers. RePEc:arx:papers:2102.11076.

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2022Estimating the Long-Term Effects of Novel Treatments. (2021). Syrgkanis, Vasilis ; Oprescu, Miruna ; Lewis, Greg ; Hei, Maggie ; Dillon, Eleanor ; Battocchi, Keith. In: Papers. RePEc:arx:papers:2103.08390.

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2021Optimal Targeting in Fundraising: A Machine Learning Approach. (2021). Glogowsky, Ulrich ; Cagala, Tobias ; Strittmatter, Anthony ; Rincke, Johannes. In: Papers. RePEc:arx:papers:2103.10251.

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2021CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning. (2021). Jacob, Daniel. In: Papers. RePEc:arx:papers:2104.09935.

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2021Automatic Debiased Machine Learning via Neural Nets for Generalized Linear Regression. (2021). Chernozhukov, Victor ; Syrgkanis, Vasilis ; Quintas-Martinez, Victor ; Newey, Whitney K. In: Papers. RePEc:arx:papers:2104.14737.

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2021Multiply Robust Causal Mediation Analysis with Continuous Treatments. (2021). Xu, Yizhen ; Sani, Numair ; Ghassami, Amiremad ; Shpitser, Ilya. In: Papers. RePEc:arx:papers:2105.09254.

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2022A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees. (2021). Chernozhukov, Victor ; Singh, Rahul ; Newey, Whitney K. In: Papers. RePEc:arx:papers:2105.15197.

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2021Active labour market policies for the long-term unemployed: New evidence from causal machine learning. (2021). Goller, Daniel ; Wolff, Joachim ; Lechner, Michael ; Harrer, Tamara. In: Papers. RePEc:arx:papers:2106.10141.

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2021Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy. (2021). Singh, Rahul ; Agarwal, Anish. In: Papers. RePEc:arx:papers:2107.02780.

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2022Semiparametric Estimation of Long-Term Treatment Effects. (2021). Ritzwoller, David M ; Chen, Jiafeng. In: Papers. RePEc:arx:papers:2107.14405.

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2022Partial Identification and Inference for the Conditional Distribution of Treatment Effects. (2021). Lee, Sungwon. In: Papers. RePEc:arx:papers:2108.00723.

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2022Regression Discontinuity Designs. (2021). Titiunik, Rocio ; Cattaneo, Matias D. In: Papers. RePEc:arx:papers:2108.09400.

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2021Inference in high-dimensional regression models without the exact or $L^p$ sparsity. (2021). Sasaki, Yuya ; Chiang, Harold D ; Cha, Jooyoung. In: Papers. RePEc:arx:papers:2108.09520.

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2022Hierarchical Gaussian Process Models for Regression Discontinuity/Kink under Sharp and Fuzzy Designs. (2021). Wu, Ximing. In: Papers. RePEc:arx:papers:2110.00921.

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2021Many Proxy Controls. (2021). Deaner, Ben. In: Papers. RePEc:arx:papers:2110.03973.

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2021Estimating High Dimensional Monotone Index Models by Iterative Convex Optimization1. (2021). Tamer, Elie ; Lan, Xiaoying ; Khan, Shakeeb. In: Papers. RePEc:arx:papers:2110.04388.

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2021Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects. (2021). Gretton, Arthur ; Xu, Liyuan ; Singh, Rahul. In: Papers. RePEc:arx:papers:2111.03950.

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2021Policy Learning Under Ambiguity. (2021). D'Adamo, Riccardo. In: Papers. RePEc:arx:papers:2111.10904.

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2021Robustness, Heterogeneous Treatment Effects and Covariate Shifts. (2021). Spini, Pietro Emilio. In: Papers. RePEc:arx:papers:2112.09259.

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More than 100 citations found, this list is not complete...

Works by Hidehiko Ichimura:

YearTitleTypeCited
2001Propensity-Score Matching with Instrumental Variables In: American Economic Review.
[Full Text][Citation analysis]		article19
2002Semiparametric Reduced-Form Estimation of Tuition Subsidies In: American Economic Review.
[Full Text][Citation analysis]		article19
2002Semiparametric reduced form estimation of tuition subsidies.(2002) In: CeMMAP working papers.
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This paper has another version. Agregated cites: 19		paper
1986Semiparametric Identification And Estimation Of Polynomial Errors-In-Variables Models In: SSRI Workshop Series.
[Full Text][Citation analysis]		paper0
2020Locally Robust Semiparametric Estimation In: Papers.
[Full Text][Citation analysis]		paper64
2018Locally robust semiparametric estimation.(2018) In: CeMMAP working papers.
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2016Locally robust semiparametric estimation.(2016) In: CeMMAP working papers.
[Full Text][Citation analysis]
This paper has another version. Agregated cites: 64		paper
2018Quantifying Health Shocks Over the Life Cycle In: Papers.
[Full Text][Citation analysis]		paper0
2018Quantifying Health Shocks over the Life Cycle.(2018) In: Discussion papers.
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This paper has another version. Agregated cites: 0		paper
1998A Revealed Preference Theory for Non?expected Utility on “Certain × Uncertain” Consumption Pairs In: The Japanese Economic Review.
[Full Text][Citation analysis]		article0
1997A Revealed Preference Theory for Nonexpected Utility on Certain x Uncertain Consumption Pairs.(1997) In: CIRJE F-Series.
[Citation analysis]
This paper has another version. Agregated cites: 0		paper
2012THE 2011 J APANESE E CONOMIC A SSOCIATION– N AKAHARA P RIZE In: The Japanese Economic Review.
[Full Text][Citation analysis]		article0
2016Conference on Economics of Ageing in Japan and other Societies: Introduction In: The Japanese Economic Review.
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2016Conference on Economics of Ageing in Japan and Other Societies: Introduction.(2016) In: The Japanese Economic Review.
[Full Text][Citation analysis]
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2018Announcement In: The Japanese Economic Review.
[Full Text][Citation analysis]		article0
2018Announcement.(2018) In: The Japanese Economic Review.
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2003Asymptotic Expansions for Some Semiparametric Program Evaluation Estimators In: STICERD - Econometrics Paper Series.
[Full Text][Citation analysis]		paper21
2003Asymptotic expansions for some semiparametric program evaluation estimators.(2003) In: LSE Research Online Documents on Economics.
[Full Text][Citation analysis]
This paper has another version. Agregated cites: 21		paper
2001Asymptotic expansions for some semiparametric program evaluation estimators.(2001) In: CeMMAP working papers.
[Full Text][Citation analysis]
This paper has another version. Agregated cites: 21		paper
2019Nonparametric intermediate order regression quantiles In: STICERD - Econometrics Paper Series.
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