James J. Heckman : Citation Profile


Are you James J. Heckman?

University of Chicago

112

H index

269

i10 index

67615

Citations

RESEARCH PRODUCTION:

219

Articles

429

Papers

3

Books

29

Chapters

EDITOR:

7

Books edited

RESEARCH ACTIVITY:

   51 years (1971 - 2022). See details.
   Cites by year: 1325
   Journals where James J. Heckman has often published
   Relations with other researchers
   Recent citing documents: 1505.    Total self citations: 379 (0.56 %)

MORE DETAILS IN:
ABOUT THIS REPORT:

   Permalink: http://citec.repec.org/phe22
   Updated: 2024-01-16    RAS profile: 2023-03-16    
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Relations with other researchers


Works with:

Garcia, Jorge Luis (15)

Karapakula, Ganesh (8)

Zhou, Jin (7)

Landersø, Rasmus (6)

Ronda, Victor (3)

Bennhoff, Frederik (3)

Jagelka, Tomáš (3)

Pinto, Rodrigo (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with James J. Heckman.

Is cited by:

Meghir, Costas (336)

Lechner, Michael (327)

Lochner, Lance (296)

Belzil, Christian (293)

Falk, Armin (252)

Blundell, Richard (249)

Smith, Jeffrey (241)

Woessmann, Ludger (236)

Dustmann, Christian (227)

List, John (209)

Carneiro, Pedro (186)

Cites to:

Cunha, Flavio (358)

Carneiro, Pedro (233)

Vytlacil, Edward (229)

Borghans, Lex (152)

Schennach, Susanne (147)

Pinto, Rodrigo (139)

URZUA, SERGIO (133)

Savelyev, Peter (113)

Lochner, Lance (112)

Smith, Jeffrey (111)

ter Weel, Bas (110)

Main data


Where James J. Heckman has published?


Journals with more than one article published# docs
American Economic Review24
Journal of Econometrics16
Journal of Political Economy16
Econometrica14
Journal of Labor Economics10
Journal of Human Resources9
The Review of Economics and Statistics9
Review of Economic Studies7
Labour Economics5
Economic Journal5
Research in Economics4
Journal of Economic Literature4
Economic Inquiry4
Economic Journal3
The Quarterly Journal of Economics3
Review of Economic Dynamics3
Journal of the European Economic Association3
Annals of Economics and Statistics3
Rivista Internazionale di Scienze Sociali3
Econometric Reviews3
Journal of Economic Perspectives3
Health Economics3
Capitalism and Society3
Journal of Human Capital2
World Economics2
Fiscal Studies2
Economic Modelling2
International Economic Review2
The American Economist2
ifo DICE Report2
Annual Review of Economics2
Canadian Journal of Economics2
Review of Agricultural Economics2
Carnegie-Rochester Conference Series on Public Policy2

Working Papers Series with more than one paper published# docs
NBER Working Papers / National Bureau of Economic Research, Inc160
IZA Discussion Papers / Institute of Labor Economics (IZA)112
Working Papers / Human Capital and Economic Opportunity Working Group32
Working Papers / Geary Institute, University College Dublin21
CeMMAP working papers / Centre for Microdata Methods and Practice, Institute for Fiscal Studies14
Working Paper Series / IFAU - Institute for Evaluation of Labour Market and Education Policy8
CESifo Working Paper Series / CESifo4
ROA Research Memorandum / Maastricht University, Research Centre for Education and the Labour Market (ROA)3
Working Papers / Princeton University, Department of Economics, Industrial Relations Section.3
ZEW Discussion Papers / ZEW - Leibniz Centre for European Economic Research2
CEPR Discussion Papers / C.E.P.R. Discussion Papers2
Staff General Research Papers Archive / Iowa State University, Department of Economics2
Research Department Publications / Inter-American Development Bank, Research Department2
Policy Research Working Paper Series / The World Bank2
MPRA Paper / University Library of Munich, Germany2

Recent works citing James J. Heckman (2024 and 2023)


YearTitle of citing document
2023Supporting Language Development through a Texting Program: Initial Results from Denmark. (2023). Loeb, Susanna ; Simonsen, Marianne ; Riis-Vestergaard, Michala Iben. In: Economics Working Papers. RePEc:aah:aarhec:2023-01.

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2023Efficient Consolidation of Incentives for Education and Retirement Savings. (2023). Yu, Pei Cheng ; Paluszynski, Radoslaw. In: American Economic Journal: Macroeconomics. RePEc:aea:aejmac:v:15:y:2023:i:3:p:153-90.

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2023Intergenerational mobility of economic well-being in Latin America. (2023). , Gasparini ; Guido, Neidhofer ; Matias, Ciaschi. In: Asociación Argentina de Economía Política: Working Papers. RePEc:aep:anales:4634.

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2023Movilidad ocupacional intergeneracional en Argentina. (2023). Fernanda, Villafae Maria ; Martin, Trombetta. In: Asociación Argentina de Economía Política: Working Papers. RePEc:aep:anales:4695.

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2023Do Hospital Mergers Reduce Waiting Times? Theory and Evidence from the English NHS. (2023). Straume, Odd Rune ; Marini, Marco ; Cirulli, Vanessa. In: FEEM Working Papers. RePEc:ags:feemwp:337014.

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2023Selectivity Bias and Cattle Price in the Cattle Procurement Market. (2022). , Hildebrand. In: Journal of Agricultural and Resource Economics. RePEc:ags:jlaare:322852.

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2023Direct-to-Consumer Marketing and the Survival and Growth of Beginning Farms. (2023). Key, Nigel. In: Journal of Agricultural and Resource Economics. RePEc:ags:jlaare:337552.

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2023Payment Plans and Veterinary Services: Do They Reduce the Pain of Pet Owner Payment?. (2023). Zhang, Peilu ; Neill, Clinton. In: Journal of Agricultural and Resource Economics. RePEc:ags:jlaare:337554.

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2023Impact of Contract Farming on the Technical Efficiency of Broiler Farmers in Indonesia. (2023). Kondoca, Takumi ; Mori, Yasuhiro ; Khasan, Ahmad Fatikhul ; Yanuarti, Rizky ; Suwandari, Anik ; Kuntadi, Ebban Bagus ; Rondhi, Mohammad. In: Economia agro-alimentare / Food Economy. RePEc:ags:sieaea:335228.

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2023Homophily and Transmission of Behavioral Traits in Social Networks. (2023). Terrier, Camille ; Sutter, Matthias ; Chen, Daniel L ; Bhargava, Palaash. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:227.

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2023Financial Literacy, Experimental Preference Measures and Field Behavior – A Randomized Educational Intervention. (2023). Schneider, Sebastian ; Froitzheim, Manuel ; Untertrifaller, Anna ; Weyland, Michael ; Sutter, Matthias. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:229.

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2023Female Leadership and Workplace Climate. (2023). Sutter, Matthias ; Kaba, Mustafa ; Corekcioglu, Gozde ; Alan, Sule. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:249.

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2023Gender Differences in Wage Expectations and Negotiation. (2023). Bergerhoff, Jan ; Seegers, Philipp ; Pinger, Pia ; Kiessling, Lukas. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:268.

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2023Technology, Skills, and Performance: The Case of Robots in Surgery. (2023). Tafti, Elena Ashtari. In: CINCH Working Paper Series (since 2020). RePEc:ajt:wcinch:78746.

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2023Labor income gap in Ecuador due to discrimination, pre and post pandemic: Correction of error due to selection bias. (2023). Espinoza, Gustavo Salazar ; Enriquez, Marcelo Varela. In: Review of Socio - Economic Perspectives. RePEc:aly:journl:202302.

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2023INTERGENERATIONAL SCARS: THE IMPACT OF PARENTAL UNEMPLOYMENT ON INDIVIDUAL HEALTH LATER IN LIFE. (2023). Ubaldi, Michele ; Picchio, Matteo. In: Working Papers. RePEc:anc:wpaper:478.

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2023Youll never walk alone: unemployment, social networks and leisure activities. (2023). Picchio, Matteo ; Filomena, Mattia. In: Working Papers. RePEc:anc:wpaper:482.

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2023Identification with Latent Choice Sets. (2019). Kamat, Vishal. In: Papers. RePEc:arx:papers:1711.02048.

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2023Confidence set for group membership. (2018). Okui, Ryo ; Dzemski, Andreas. In: Papers. RePEc:arx:papers:1801.00332.

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2023Treatment Effect Models with Strategic Interaction in Treatment Decisions. (2019). Yanagi, Takahide ; Hoshino, Tadao. In: Papers. RePEc:arx:papers:1810.08350.

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2023Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK. (2019). Chernozhukov, Victor ; Luo, Siyi ; Fern, Iv'An. In: Papers. RePEc:arx:papers:1811.11603.

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2023Social Contagion of Gift Exchange in Online Groups. (2019). Liu, Tracy ; Tang, Jie ; Pentland, Alex ; Chen, Qian ; Yuan, Yuan. In: Papers. RePEc:arx:papers:1906.09698.

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2023Causal Inference and Data-Fusion in Econometrics. (2019). Bareinboim, Elias ; Hunermund, Paul . In: Papers. RePEc:arx:papers:1912.09104.

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2023Causal Inference in Case-Control Studies. (2020). Lee, Sokbae ; Jun, Sung Jae. In: Papers. RePEc:arx:papers:2004.08318.

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2023Loss aversion and the welfare ranking of policy interventions. (2020). Parker, Thomas ; Rosa-Dias, Pedro ; Kobus, Martyna ; Galvao, Antonio F ; Firpo, Sergio. In: Papers. RePEc:arx:papers:2004.08468.

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2023Noise-Induced Randomization in Regression Discontinuity Designs. (2020). Wu, Han ; Wager, Stefan ; Ignatiadis, Nikolaos ; Eckles, Dean. In: Papers. RePEc:arx:papers:2004.09458.

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2023Identification in Economies with Frictions. (2020). Tryphonides, Andreas. In: Papers. RePEc:arx:papers:2005.02010.

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2023Revealing 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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2023Filtered and Unfiltered Treatment Effects with Targeting Instruments. (2020). Lee, Sokbae (Simon) ; Salani, Bernard. In: Papers. RePEc:arx:papers:2007.10432.

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2023A Vector Monotonicity Assumption for Multiple Instruments. (2020). Goff, Leonard. In: Papers. RePEc:arx:papers:2009.00553.

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2023Identification of multi-valued treatment effects with unobserved heterogeneity. (2020). Fusejima, Koki. In: Papers. RePEc:arx:papers:2010.04385.

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2023Identification and Estimation of Unconditional Policy Effects of an Endogenous Binary Treatment. (2020). Sun, Yixiao ; Mart, Juli'An. In: Papers. RePEc:arx:papers:2010.15864.

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2023Learning to Personalize Treatments When Agents Are Strategic. (2020). Munro, Evan. In: Papers. RePEc:arx:papers:2011.06528.

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2023Identifying Causal Effects in Experiments with Social Interactions and Non-compliance. (2020). Garcia-Jimeno, Camilo ; Ditraglia, Francis J ; Sanchez-Becerra, Alejandro ; O'Keeffe, Rossa. In: Papers. RePEc:arx:papers:2011.07051.

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2023A Semi-Parametric Bayesian Generalized Least Squares Estimator. (2020). Weeks, Melvyn ; Wu, Ruochen. In: Papers. RePEc:arx:papers:2011.10252.

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2023Sharp Bounds in the Latent Index Selection Model. (2020). Marx, Philip. In: Papers. RePEc:arx:papers:2012.02390.

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2023Occupational segregation in a Roy model with composition preferences. (2020). Sidorov, Ivan ; Henry, Marc. In: Papers. RePEc:arx:papers:2012.04485.

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2023Dynamic complementarity in skill production: Evidence from genetic endowments and birth order. (2020). von Hinke Kessler Scholder, Stephanie ; Fleur, S ; Rietveld, Cornelius A ; van Kippersluis, Hans ; Muslimova, Dilnoza. In: Papers. RePEc:arx:papers:2012.05021.

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2023Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments. (2020). Singh, Rahul. In: Papers. RePEc:arx:papers:2012.10315.

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2023Better Bunching, Nicer Notching. (2021). Bertanha, Marinho ; Seegert, Nathan ; McCallum, Andrew H. In: Papers. RePEc:arx:papers:2101.01170.

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2023Dynamic covariate balancing: estimating treatment effects over time. (2021). Bradic, Jelena ; Viviano, Davide. In: Papers. RePEc:arx:papers:2103.01280.

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2023The Local Approach to Causal Inference under Network Interference. (2021). Auerbach, Eric ; Tabord-Meehan, Max. In: Papers. RePEc:arx:papers:2105.03810.

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2023Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification. (2021). Possebom, Vitor. In: Papers. RePEc:arx:papers:2106.00536.

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2023Cupids Invisible Hand: Social Surplus and Identification in Matching Models. (2021). Salani, Bernard ; Galichon, Alfred. In: Papers. RePEc:arx:papers:2106.02371.

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2023Active 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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2023Inference on Individual Treatment Effects in Nonseparable Triangular Models. (2021). Yu, Zhengfei ; Marmer, Vadim. In: Papers. RePEc:arx:papers:2107.05559.

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2023Semiparametric Estimation of Long-Term Treatment Effects. (2021). Ritzwoller, David M ; Chen, Jiafeng. In: Papers. RePEc:arx:papers:2107.14405.

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2023Partial Identification and Inference for the Conditional Distribution of Treatment Effects. (2021). Lee, Sungwon. In: Papers. RePEc:arx:papers:2108.00723.

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2023Causal Inference with Noncompliance and Unknown Interference. (2021). Yanagi, Takahide ; Hoshino, Tadao. In: Papers. RePEc:arx:papers:2108.07455.

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2023Standard Errors for Calibrated Parameters. (2021). Plagborg-Moller, Mikkel ; Cocci, Matthew D. In: Papers. RePEc:arx:papers:2109.08109.

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2023Treatment Effects in Market Equilibrium. (2021). Wager, Stefan ; Munro, Evan ; Xu, Kuang. In: Papers. RePEc:arx:papers:2109.11647.

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2023Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments. (2021). Heiler, Phillip ; Knaus, Michael C. In: Papers. RePEc:arx:papers:2110.01427.

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2023Estimating 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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2023Partial Identification of Marginal Treatment Effects with discrete instruments and misreported treatment. (2021). Acerenza, Santiago. In: Papers. RePEc:arx:papers:2110.06285.

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2023A Causality-based Graphical Test to obtain an Optimal Blocking Set for Randomized Experiments. (2021). Umrawal, Abhishek K. In: Papers. RePEc:arx:papers:2111.02306.

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2023Kernel 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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2023Revisiting C.S.Peirces Experiment: 150 Years Later. (2021). Mukhopadhyay, Deep. In: Papers. RePEc:arx:papers:2111.08054.

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2023On Recoding Ordered Treatments as Binary Indicators. (2021). Shem-Tov, Yotam ; Rose, Evan K. In: Papers. RePEc:arx:papers:2111.12258.

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2023Difference in Differences and Ratio in Ratios for Limited Dependent Variables. (2021). Lee, Sang Hyeok. In: Papers. RePEc:arx:papers:2111.12948.

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2023Nonparametric Treatment Effect Identification in School Choice. (2021). Chen, Jiafeng. In: Papers. RePEc:arx:papers:2112.03872.

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2023Testing Instrument Validity with Covariates. (2021). Kitagawa, Toru ; Carr, Thomas . In: Papers. RePEc:arx:papers:2112.08092.

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2023Victims of electoral violence and their children experience irreversible stunting: The long-term welfare effects of electoral violence. (2021). Guti, Roxana. In: Papers. RePEc:arx:papers:2112.13849.

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2023Estimating a Continuous Treatment Model with Spillovers: A Control Function Approach. (2021). Hoshino, Tadao. In: Papers. RePEc:arx:papers:2112.15114.

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2023Whats Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature. (2022). Bilinski, Alyssa ; Roth, Jonathan ; Poe, John. In: Papers. RePEc:arx:papers:2201.01194.

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2023Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment. (2022). Denteh, Augustine ; Liebert, Helge. In: Papers. RePEc:arx:papers:2201.07072.

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2023A projection based approach for interactive fixed effects panel data models. (2022). Soberon, Alexandra ; Rodriguez-Poo, Juan M ; Keilbar, Georg ; Wang, Weining. In: Papers. RePEc:arx:papers:2201.11482.

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2023Difference in Differences with Time-Varying Covariates. (2022). Callaway, Brantly ; Rodrigues, Hugo Sant'Anna ; Payne, Stroud ; Caetano, Carolina. In: Papers. RePEc:arx:papers:2202.02903.

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2023Continuous permanent unobserved heterogeneity in dynamic discrete choice models. (2022). Bunting, Jackson. In: Papers. RePEc:arx:papers:2202.03960.

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2023Semiparametric Estimation of Dynamic Binary Choice Panel Data Models. (2022). Ouyang, FU. In: Papers. RePEc:arx:papers:2202.12062.

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2023Modelplasticity and Abductive Decision Making. (2022). , Subhadeep. In: Papers. RePEc:arx:papers:2203.03040.

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2023Selection and parallel trends. (2022). Ghanem, Dalia ; Wuthrich, Kaspar. In: Papers. RePEc:arx:papers:2203.09001.

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2023Correcting Attrition Bias using Changes-in-Changes. (2022). Ortiz-Becerra, Karen ; Kedagni, Desire ; Hirshleifer, Sarojini ; Ghanem, Dalia. In: Papers. RePEc:arx:papers:2203.12740.

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2023Finitely Heterogeneous Treatment Effect in Event-study. (2022). Shin, Myungkou. In: Papers. RePEc:arx:papers:2204.02346.

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2023Optimal Discrete Decisions when Payoffs are Partially Identified. (2022). Schorfheide, Frank ; Moon, Hyungsik Roger ; Christensen, Timothy. In: Papers. RePEc:arx:papers:2204.11748.

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2023Externally Valid Treatment Choice. (2022). Christensen, Timothy ; Adjaho, Christopher. In: Papers. RePEc:arx:papers:2205.05561.

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2023Multivariate ordered discrete response models. (2022). Matcham, William ; Komarova, Tatiana. In: Papers. RePEc:arx:papers:2205.05779.

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20232SLS with Multiple Treatments. (2022). Bhuller, Manudeep ; Sigstad, Henrik. In: Papers. RePEc:arx:papers:2205.07836.

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2023Assessing Omitted Variable Bias when the Controls are Endogenous. (2022). Poirier, Alexandre ; Masten, Matthew A ; Diegert, Paul. In: Papers. RePEc:arx:papers:2206.02303.

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2023Detecting Grouped Local Average Treatment Effects and Selecting True Instruments. (2022). Langen, Henrika ; Huber, Martin ; Groh, Rebecca ; Farbmacher, Helmut ; Apfel, Nicolas. In: Papers. RePEc:arx:papers:2207.04481.

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2023Parallel Trends and Dynamic Choices. (2022). Tang, Xun ; Tamer, Elie ; Marx, Philip. In: Papers. RePEc:arx:papers:2207.06564.

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2023Estimation of Heterogeneous Treatment Effects Using Quantile Regression with Interactive Fixed Effects. (2022). GAO, Jiti ; Whang, Yoon-Jae ; Oka, Tatsushi ; Xu, Ruofan. In: Papers. RePEc:arx:papers:2208.03632.

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2023Selection on moral hazard in the Swiss market for mandatory health insurance: Empirical evidence from Swiss Household Panel data. (2022). Francetic, Igor. In: Papers. RePEc:arx:papers:2208.03815.

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2023Estimating Heterogeneous Bounds for Treatment Effects under Sample Selection and Non-response. (2022). Heiler, Phillip. In: Papers. RePEc:arx:papers:2209.04329.

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2023Identification of the Marginal Treatment Effect with Multivalued Treatments. (2022). Tsuda, Toshiki. In: Papers. RePEc:arx:papers:2209.11444.

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2023Revisiting the Analysis of Matched-Pair and Stratified Experiments in the Presence of Attrition. (2022). Tabord-Meehan, Max ; Liu, Jizhou ; Hsieh, Meng Hsuan ; Bai, Yuehao. In: Papers. RePEc:arx:papers:2209.11840.

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2023Chi-Square Goodness-of-Fit Tests for Conditional Distributions. (2022). Vainora, Julius ; Delgado, Miguel A. In: Papers. RePEc:arx:papers:2210.00624.

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2023What is the Price of a Skill? Revealing the Complementary Value of Skills. (2022). Lehdonvirta, Vili ; Teutloff, Ole ; Stephany, Fabian. In: Papers. RePEc:arx:papers:2210.01535.

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2023Testing the Number of Components in Finite Mixture Normal Regression Model with Panel Data. (2022). Kasahara, Hiroyuki ; Hao, YU. In: Papers. RePEc:arx:papers:2210.02824.

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2023Inference on Extreme Quantiles of Unobserved Individual Heterogeneity. (2022). Morozov, Vladislav . In: Papers. RePEc:arx:papers:2210.08524.

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2023Reservoir Computing for Macroeconomic Forecasting with Mixed Frequency Data. (2022). Ortega, Juan-Pablo ; van Huellen, Sophie ; Hirt, Marcel ; Grigoryeva, Lyudmila ; Dellaportas, Petros ; Ballarin, Giovanni. In: Papers. RePEc:arx:papers:2211.00363.

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2023Stochastic Treatment Choice with Empirical Welfare Updating. (2022). Rowley, Jeff ; Lopez, Hugo ; Kitagawa, Toru. In: Papers. RePEc:arx:papers:2211.01537.

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2023Double Robust Bayesian Inference on Average Treatment Effects. (2022). Yu, Zhengfei ; Liu, Ruixuan ; Breunig, Christoph. In: Papers. RePEc:arx:papers:2211.16298.

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2023On regression-adjusted imputation estimators of the average treatment effect. (2022). Han, Fang ; Lin, Zhexiao. In: Papers. RePEc:arx:papers:2212.05424.

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2023Causal identification with subjective outcomes. (2022). Goff, Leonard. In: Papers. RePEc:arx:papers:2212.14622.

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2023Gender Diversity in Ownership and Firm Innovativeness in Emerging Markets. The Mediating Roles of R&D Investments and External Capital. (2023). Boudreaux, Christopher ; Tonoyan, Vartuhi . In: Papers. RePEc:arx:papers:2301.01127.

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

James J. Heckman has edited the books:


YearTitleTypeCited

Works by James J. Heckman:


YearTitleTypeCited
2005Contributions of Zvi Griliches In: Annals of Economics and Statistics.
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2006Contributions of Zvi Griliches.(2006) In: IZA Discussion Papers.
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2010Contributions of Zvi Griliches.(2010) In: NBER Chapters.
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2006Contributions of Zvi Griliches.(2006) In: NBER Working Papers.
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This paper has nother version. Agregated cites: 4
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2008Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case In: Annals of Economics and Statistics.
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2008Instrumental Variables in Models with Multiple Outcomes: The General Unordered Case.(2008) In: IZA Discussion Papers.
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This paper has nother version. Agregated cites: 22
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2008INSTRUMENTAL VARIABLES IN MODELS WITH MULTIPLE OUTCOMES: THE GENERAL UNORDERED CASE.(2008) In: Working Papers.
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1998Social Action, Private Choice, and Philanthropy: Understanding the Sources of Improvements in Black Schooling in Georgia, 1911-1960 In: NBER Working Papers.
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2000Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling In: NBER Working Papers.
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