The Local Approach to Causal Inference under Network Interference
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Manski, Charles F, 1990.
"Nonparametric Bounds on Treatment Effects,"
American Economic Review, American Economic Association, vol. 80(2), pages 319-323, May.
- Manski, C.F., 1989. "Nonparametric Bounds On Treatment Effects," Working papers 8909, Wisconsin Madison - Social Systems.
- Dean Karlan & Markus Mobius & Tanya Rosenblat & Adam Szeidl, 2009.
"Trust and Social Collateral,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1307-1361.
- Markus Mobius & Adam Szeidl, 2007. "Trust and Social Collateral," NBER Working Papers 13126, National Bureau of Economic Research, Inc.
- Szeidl, Adam & Rosenblat, Tanya & Mobius, Markus & Karlan, Dean, 2009. "Trust and Social Collateral," Scholarly Articles 3051620, Harvard University Department of Economics.
- Karlan, Dean & Mobius, Markus & Rosenblat, Tanya & Szeidl, Adam, 2009. "Trust and Social Collateral," Staff General Research Papers Archive 13026, Iowa State University, Department of Economics.
- 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.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2018.
"Exact p-Values for Network Interference,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3351, Stanford University, Graduate School of Business.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3287, Stanford University, Graduate School of Business.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2015. "Exact P-values for Network Interference," NBER Working Papers 21313, National Bureau of Economic Research, Inc.
- Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2009.
"Identification of peer effects through social networks,"
Journal of Econometrics, Elsevier, vol. 150(1), pages 41-55, May.
- Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2007. "Identification of Peer Effects through Social Networks," IZA Discussion Papers 2652, Institute of Labor Economics (IZA).
- Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2007. "Identification of Peer Effects through Social Networks," Cahiers de recherche 0705, CIRPEE.
- Lawrence E. Blume & William A. Brock & Steven N. Durlauf & Yannis M. Ioannides, 2010.
"Identification of Social Interactions,"
Discussion Papers Series, Department of Economics, Tufts University
0754, Department of Economics, Tufts University.
- Blume, Lawrence E. & Brock, William A. & Durlauf, Steven N. & Ioannides, Yannis M., 2010. "Identification of Social Interactions," Economics Series 260, Institute for Advanced Studies.
- Susan Athey & Guido W. Imbens, 2017.
"The State of Applied Econometrics: Causality and Policy Evaluation,"
Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
- Susan Athey & Guido Imbens, 2016. "The State of Applied Econometrics - Causality and Policy Evaluation," Papers 1607.00699, arXiv.org.
- Matthew O. Jackson & Tomas Rodriguez-Barraquer & Xu Tan, 2012. "Social Capital and Social Quilts: Network Patterns of Favor Exchange," American Economic Review, American Economic Association, vol. 102(5), pages 1857-1897, August.
- à ureo de Paula & Seth Richards†Shubik & Elie Tamer, 2018.
"Identifying Preferences in Networks With Bounded Degree,"
Econometrica, Econometric Society, vol. 86(1), pages 263-288, January.
- Áureo de Paula & Seth Richards-Shubik & Elie Tamer, 2016. "Identifying preferences in networks with bounded degree," CeMMAP working papers CWP54/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Áureo de Paula & Seth Richards-Shubik & Elie Tamer, 2017. "Identifying preferences in networks with bounded degree," CeMMAP working papers CWP35/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Áureo de Paula & Seth Richards-Shubik & Elie Tamer, 2017. "Identifying preferences in networks with bounded degree," CeMMAP working papers 35/17, Institute for Fiscal Studies.
- Paul Goldsmith-Pinkham & Guido W. Imbens, 2013. "Social Networks and the Identification of Peer Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 253-264, July.
- Coralio Ballester & Antoni Calvó-Armengol & Yves Zenou, 2006.
"Who's Who in Networks. Wanted: The Key Player,"
Econometrica, Econometric Society, vol. 74(5), pages 1403-1417, September.
- Coralio Ballester & Antoni Calvó-Armengol & Yves Zenou, 2004. "Who's Who in Networks. Wanted: The Key Player," Working Papers 178, Barcelona School of Economics.
- Coralio Ballester & Antoni Calvo-Armengol & Yves Zenou, 2005. "Who's Who in Networks. Wanted: the Key Player," NajEcon Working Paper Reviews 666156000000000586, www.najecon.org.
- Zenou, Yves & Calvó-Armengol, Antoni & Ballester, Coralio, 2005. "Who?s Who in Networks. Wanted: The Key Player," CEPR Discussion Papers 5329, C.E.P.R. Discussion Papers.
- Antoni Calvó-Armengol & Eleonora Patacchini & Yves Zenou, 2009.
"Peer Effects and Social Networks in Education,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1239-1267.
- Zenou, Yves & Calvó-Armengol, Antoni & Patacchini, Eleonora, 2008. "Peer Effects and Social Networks in Education," CEPR Discussion Papers 7060, C.E.P.R. Discussion Papers.
- Antoni Calvo-Armengol & Eleonora Patacchini & Yves Zenou, 2008. "Peer Effects and Social Networks in Education," RF Berlin - CReAM Discussion Paper Series 0814, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
- Calvó-Armengol, Antoni & Patacchini, Eleonora & Zenou, Yves, 2008. "Peer Effects and Social Networks in Education," IZA Discussion Papers 3859, Institute of Labor Economics (IZA).
- Matthew O. Jackson & Brian W. Rogers & Yves Zenou, 2017.
"The Economic Consequences of Social-Network Structure,"
Journal of Economic Literature, American Economic Association, vol. 55(1), pages 49-95, March.
- Zenou, Yves & Jackson, Matthew O. & Rogers, Brian, 2015. "The Economic Consequences of Social Network Structure," CEPR Discussion Papers 10406, C.E.P.R. Discussion Papers.
- Jackson, Matthew O. & Rogers, Brian & Zenou, Yves, 2016. "The Economic Consequences of Social Network Structure," Working Paper Series 1116, Research Institute of Industrial Economics.
- Matthew O. Jackson & Brian Rogers & Yves Zenou, 2016. "The Economic Consequences of Social Network Structure," Monash Economics Working Papers 45-16, Monash University, Department of Economics.
- Ivan A Canay & Vishal Kamat, 2018.
"Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
- Ivan A. Canay & Vishal Kamat, 2015. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP27/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan A. Canay & Vishal Kamat, 2017. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP21/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan A. Canay & Vishal Kamat, 2016. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP33/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Jing Cai & Alain De Janvry & Elisabeth Sadoulet, 2015.
"Social Networks and the Decision to Insure,"
American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 81-108, April.
- Cai, Jing & de Janvry, Alain & Sadoulet, Elisabeth, 2013. "Social Networks and the Decision to Insure," MPRA Paper 46861, University Library of Munich, Germany.
- Giacomo De Giorgi & Michele Pellizzari & Silvia Redaelli, 2010. "Identification of Social Interactions through Partially Overlapping Peer Groups," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 241-275, April.
- Cesi Cruz & Julien Labonne & Pablo Querubín, 2017. "Politician Family Networks and Electoral Outcomes: Evidence from the Philippines," American Economic Review, American Economic Association, vol. 107(10), pages 3006-3037, October.
- Toru Kitagawa & Guanyi Wang, 2020. "Who should get vaccinated? Individualized allocation of vaccines over SIR network," CeMMAP working papers CWP59/20, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
- 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.
- 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.
- G W Basse & A Feller & P Toulis, 2019. "Randomization tests of causal effects under interference," Biometrika, Biometrika Trust, vol. 106(2), pages 487-494.
- Hudgens, Michael G. & Halloran, M. Elizabeth, 2008. "Toward Causal Inference With Interference," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 832-842, June.
- Lee, Lung-fei, 2007. "Identification and estimation of econometric models with group interactions, contextual factors and fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 333-374, October.
- Matthew O. Jackson & Brian W. Rogers, 2007. "Meeting Strangers and Friends of Friends: How Random Are Social Networks?," American Economic Review, American Economic Association, vol. 97(3), pages 890-915, June.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Alejandro Sanchez-Becerra, 2022. "The Network Propensity Score: Spillovers, Homophily, and Selection into Treatment," Papers 2209.14391, arXiv.org.
- Michael P. Leung, 2024. "Causal Interpretation of Estimands Defined by Exposure Mappings," Papers 2403.08183, arXiv.org, revised Mar 2024.
- Anish Agarwal & Sarah H. Cen & Devavrat Shah & Christina Lee Yu, 2022. "Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference," Papers 2210.11355, arXiv.org, revised Oct 2023.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Eleonora Patacchini & Edoardo Rainone, 2017.
"Social Ties and the Demand for Financial Services,"
Journal of Financial Services Research, Springer;Western Finance Association, vol. 52(1), pages 35-88, October.
- Eleonora Patacchini & Edoardo Rainone, 2017. "Social ties and the demand for financial services," Temi di discussione (Economic working papers) 1115, Bank of Italy, Economic Research and International Relations Area.
- Chih-Sheng Hsieh & Stanley I. M. Ko & Jaromír Kovářík & Trevon Logan, 2018. "Non-Randomly Sampled Networks: Biases and Corrections," NBER Working Papers 25270, National Bureau of Economic Research, Inc.
- Arun Advani & Bansi Malde, 2018. "Methods to identify linear network models: a review," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-16, December.
- Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020.
"Peer Effects in Networks: A Survey,"
Annual Review of Economics, Annual Reviews, vol. 12(1), pages 603-629, August.
- Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2019. "Peer Effects in Networks: a Survey," CEPR Discussion Papers 14260, C.E.P.R. Discussion Papers.
- Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: A Survey," CIRANO Working Papers 2020s-02, CIRANO.
- Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2019. "Peer Effects in Networks: a Survey," Working Papers halshs-02440709, HAL.
- Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: a Survey," AMSE Working Papers 1936, Aix-Marseille School of Economics, France.
- Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2020. "Peer Effects in Networks: A Survey," IZA Discussion Papers 12947, Institute of Labor Economics (IZA).
- Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: A Survey," Post-Print hal-03072119, HAL.
- Zhaonan Qu & Ruoxuan Xiong & Jizhou Liu & Guido Imbens, 2021. "Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference," Papers 2107.12420, arXiv.org, revised Jun 2024.
- Sadat Reza & Puneet Manchanda & Juin-Kuan Chong, 2021. "Identification and Estimation of Endogenous Peer Effects Using Partial Network Data from Multiple Reference Groups," Management Science, INFORMS, vol. 67(8), pages 5070-5105, August.
- Arun Advani & Bansi Malde, 2018. "Credibly Identifying Social Effects: Accounting For Network Formation And Measurement Error," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 1016-1044, September.
- Yuehao Bai & Azeem M. Shaikh & Max Tabord-Meehan, 2024. "A Primer on the Analysis of Randomized Experiments and a Survey of some Recent Advances," Papers 2405.03910, arXiv.org.
- Zenou, Yves & Lindquist, Matthew & Sauermann, Jan, 2015.
"Network Effects on Worker Productivity,"
CEPR Discussion Papers
10928, C.E.P.R. Discussion Papers.
- Lindquist, Matthew J. & Sauermann, Jan & Zenou, Yves, 2022. "Peer Effects in the Workplace: A Network Approach," IZA Discussion Papers 15131, Institute of Labor Economics (IZA).
- Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
- Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015.
"Spatial Methods,"
Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 115-168,
Elsevier.
- Steve Gibbons & Henry G. Overman & Eleonora Patacchini, 2014. "Spatial Methods," SERC Discussion Papers 0162, Centre for Economic Performance, LSE.
- Overman, Henry & Gibbons, Steve & Patacchini, Eleonora, 2014. "Spatial Methods," CEPR Discussion Papers 10135, C.E.P.R. Discussion Papers.
- Rainone, Edoardo, 2020. "The network nature of over-the-counter interest rates," Journal of Financial Markets, Elsevier, vol. 47(C).
- Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
- Áureo de Paula, 2015.
"Econometrics of network models,"
CeMMAP working papers
CWP52/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Áureo de Paula, 2016. "Econometrics of network models," CeMMAP working papers 06/16, Institute for Fiscal Studies.
- Áureo de Paula, 2015. "Econometrics of network models," CeMMAP working papers 52/15, Institute for Fiscal Studies.
- Áureo de Paula, 2016. "Econometrics of network models," CeMMAP working papers CWP06/16, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Patacchini, Eleonora & Rainone, Edoardo & Zenou, Yves, 2017.
"Heterogeneous peer effects in education,"
Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 190-227.
- Zenou, Yves & Patacchini, Eleonora & Rainone, Edoardo, 2014. "Heterogeneous Peer Effects in Education," CEPR Discussion Papers 9804, C.E.P.R. Discussion Papers.
- Eleonora Patacchini & Edoardo Rainone & Yves Zenou, 2016. "Heterogeneous peer effects in education," Temi di discussione (Economic working papers) 1048, Bank of Italy, Economic Research and International Relations Area.
- Topa, Giorgio & Zenou, Yves, 2015.
"Neighborhood and Network Effects,"
Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 561-624,
Elsevier.
- Zenou, Yves & Topa, Giorgio, 2014. "Neighborhood and Network Effects," CEPR Discussion Papers 10126, C.E.P.R. Discussion Papers.
- Bryan S. Graham, 2019.
"Network Data,"
Papers
1912.06346, arXiv.org.
- Bryan S. Graham, 2019. "Network Data," NBER Working Papers 26577, National Bureau of Economic Research, Inc.
- Boucher, Vincent & Fortin, Bernard, 2015.
"Some Challenges in the Empirics of the Effects of Networks,"
IZA Discussion Papers
8896, Institute of Labor Economics (IZA).
- Vincent Boucher & Bernard Fortin, 2015. "Some Challenges in the Empirics of the Effects of Networks," Cahiers de recherche 1504, CIRPEE.
- Vincent Boucher & Bernard Fortin, 2015. "Some Challenges in the Empirics of the Effects of Networks," Cahiers de recherche 1501, Centre de recherche sur les risques, les enjeux économiques, et les politiques publiques.
- Vazquez-Bare, Gonzalo, 2023. "Identification and estimation of spillover effects in randomized experiments," Journal of Econometrics, Elsevier, vol. 237(1).
- Tiziano Arduini & Eleonora Patacchini & Edoardo Rainone, 2015. "Parametric and Semiparametric IV Estimation of Network Models with Selectivity," EIEF Working Papers Series 1509, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2015.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CDM-2021-05-17 (Collective Decision-Making)
- NEP-ECM-2021-05-17 (Econometrics)
- NEP-NET-2021-05-17 (Network Economics)
- NEP-URE-2021-05-17 (Urban and Real Estate Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2105.03810. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.