Analysis of Randomized Experiments with Network Interference and Noncompliance
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- McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457, Elsevier.
- Matthew A. Masten & Alexander Torgovitsky, 2016. "Identification of Instrumental Variable Correlated Random Coefficients Models," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 1001-1005, December.
- Marc Ferracci & Gr�gory Jolivet & Gerard J. van den Berg, 2014. "Evidence of Treatment Spillovers Within Markets," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 812-823, December.
- repec:hal:pseose:halshs-00840901 is not listed on IDEAS
- Haiqing Xu, 2018. "Social Interactions In Large Networks: A Game Theoretic Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(1), pages 257-284, February.
- Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2013.
"Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 531-580.
- Crépon, Bruno & Duflo, Esther & Gurgand, Marc & Zamora, Philippe & Rathelot, Roland, 2012. "Do Labor Market Policies Have Displacement Effects? Evidence from a Clustered Randomized Experiment," CEPR Discussion Papers 9251, C.E.P.R. Discussion Papers.
- Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2013. "Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment," Post-Print halshs-00840901, HAL.
- Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2012. "Do Labor Market Policies Have Displacement Effects? Evidence from a Clustered Randomized Experiment," NBER Working Papers 18597, National Bureau of Economic Research, Inc.
- Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2012. "Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment," Working Papers 2012-28, Center for Research in Economics and Statistics.
- Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2013. "Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment," PSE-Ecole d'économie de Paris (Postprint) halshs-00840901, HAL.
- Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011.
"Estimating Marginal Returns to Education,"
American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
- Carneiro, Pedro & Heckman, James J. & Vytlacil, Edward, 2010. "Estimating Marginal Returns to Education," IZA Discussion Papers 5275, Institute of Labor Economics (IZA).
- Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2010. "Estimating Marginal Returns to Education," NBER Working Papers 16474, National Bureau of Economic Research, Inc.
- Pedro Carneiro & James Heckman & Edward Vytlacil, 2010. "Estimating marginal returns to education," CeMMAP working papers CWP29/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Gonzalo Vazquez-Bare, 2020. "Causal Spillover Effects Using Instrumental Variables," Papers 2003.06023, arXiv.org, revised Dec 2021.
- Bajari, Patrick & Hong, Han & Krainer, John & Nekipelov, Denis, 2010.
"Estimating Static Models of Strategic Interactions,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 28(4), pages 469-482.
- Patrick Bajari & Han Hong & John Krainer & Denis Nekipelov, 2006. "Estimating Static Models of Strategic Interaction," NBER Working Papers 12013, National Bureau of Economic Research, Inc.
- Jinyong Hahn & Geert Ridder, 2011. "Conditional Moment Restrictions and Triangular Simultaneous Equations," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 683-689, May.
- Edward Vytlacil & James J. Heckman, 2001. "Policy-Relevant Treatment Effects," American Economic Review, American Economic Association, vol. 91(2), pages 107-111, May.
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006.
"Understanding Instrumental Variables in Models with Essential Heterogeneity,"
The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
- James J. Heckman & Sergio Urzua & Edward J. Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," NBER Working Papers 12574, National Bureau of Economic Research, Inc.
- James J. Heckman & Sergio Urzua & Edward Vytlacil, 2009. "Understanding Instrumental Variables in Models with Essential Heterogeneity," Working Papers 200941, Geary Institute, University College Dublin.
- Heckman, James J. & Urzua, Sergio & Vytlacil, Edward, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," IZA Discussion Papers 2320, Institute of Labor Economics (IZA).
- Brock, William A. & Durlauf, Steven N., 2007.
"Identification of binary choice models with social interactions,"
Journal of Econometrics, Elsevier, vol. 140(1), pages 52-75, September.
- Brock,W.A. & Durlauf,S.N., 2004. "Identification of binary choice models with social interactions," Working papers 2, Wisconsin Madison - Social Systems.
- William A. Brock & Steven N. Durlauf, 2001.
"Discrete Choice with Social Interactions,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
- Brock,W.A. & Durlauf,S.N., 2000. "Discrete choice with social interactions," Working papers 7, Wisconsin Madison - Social Systems.
- James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
- Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
- Pascaline Dupas, 2014.
"Short‐Run Subsidies and Long‐Run Adoption of New Health Products: Evidence From a Field Experiment,"
Econometrica, Econometric Society, vol. 82(1), pages 197-228, January.
- Pascaline Dupas, 2010. "Short-Run Subsidies and Long-Run Adoption of New Health Products: Evidence from a Field Experiment," Working Papers id:2498, eSocialSciences.
- Pascaline Dupas, 2010. "Short-Run Subsidies and Long-Run Adoption of New Health Products: Evidence from a Field Experiment," NBER Working Papers 16298, National Bureau of Economic Research, Inc.
- Leung, Michael P., 2015. "Two-step estimation of network-formation models with incomplete information," Journal of Econometrics, Elsevier, vol. 188(1), pages 182-195.
- Sarah Baird & J. Aislinn Bohren & Craig McIntosh & Berk Özler, 2018. "Optimal Design of Experiments in the Presence of Interference," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 844-860, December.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- Natalia Lazzati, 2015. "Treatment response with social interactions: Partial identification via monotone comparative statics," Quantitative Economics, Econometric Society, vol. 6(1), pages 49-83, March.
- Geert Ridder & Shuyang Sheng, 2020. "Two-Step Estimation of a Strategic Network Formation Model with Clustering," Papers 2001.03838, arXiv.org, revised Nov 2022.
- Michael P. Leung, 2022.
"Causal Inference Under Approximate Neighborhood Interference,"
Econometrica, Econometric Society, vol. 90(1), pages 267-293, January.
- Michael P. Leung, 2019. "Causal Inference Under Approximate Neighborhood Interference," Papers 1911.07085, arXiv.org, revised Nov 2021.
- Andrews, Donald W.K., 1992.
"Generic Uniform Convergence,"
Econometric Theory, Cambridge University Press, vol. 8(2), pages 241-257, June.
- Donald W.K. Andrews, 1990. "Generic Uniform Convergence," Cowles Foundation Discussion Papers 940, Cowles Foundation for Research in Economics, Yale University.
- Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2017.
"Beyond LATE with a Discrete Instrument,"
Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 985-1039.
- Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2012. "Beyond LATE with a discrete instrument. Heterogeneity in the quantity-quality interaction of children," Discussion Papers 703, Statistics Norway, Research Department.
- Wooldridge, Jeffrey M., 2003. "Further results on instrumental variables estimation of average treatment effects in the correlated random coefficient model," Economics Letters, Elsevier, vol. 79(2), pages 185-191, May.
- Godlonton, Susan & Thornton, Rebecca, 2012. "Peer effects in learning HIV results," Journal of Development Economics, Elsevier, vol. 97(1), pages 118-129.
- Michael P. Leung, 2020. "Treatment and Spillover Effects Under Network Interference," The Review of Economics and Statistics, MIT Press, vol. 102(2), pages 368-380, May.
- Lee, Lung-Fei, 1984. "Tests for the Bivariate Normal Distribution in Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 52(4), pages 843-863, July.
- Jorge Balat & Sukjin Han, 2018. "Multiple Treatments with Strategic Interaction," Papers 1805.08275, arXiv.org, revised Sep 2019.
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Cited by:
- Michael P. Leung & Pantelis Loupos, 2022. "Graph Neural Networks for Causal Inference Under Network Confounding," Papers 2211.07823, arXiv.org, revised Mar 2024.
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- NEP-ECM-2021-02-01 (Econometrics)
- NEP-NET-2021-02-01 (Network Economics)
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