Exact P-Values for Network Interference
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- 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.
- Susan Athey & Dean Eckles & Guido W. Imbens, 2015. "Exact P-values for Network Interference," NBER Working Papers 21313, National Bureau of Economic Research, Inc.
- Athey, Susan & Eckles, Dean & Imbens, Guido W., 2015. "Exact P-Values for Network Interference," Research Papers 3351, Stanford University, Graduate School of Business.
References listed on IDEAS
- Eckles Dean & Karrer Brian & Ugander Johan, 2017. "Design and Analysis of Experiments in Networks: Reducing Bias from Interference," Journal of Causal Inference, De Gruyter, vol. 5(1), pages 1-23, March.
- Charles F. Manski, 2013.
"Identification of treatment response with social interactions,"
Econometrics Journal, Royal Economic Society, vol. 16(1), pages 1-23, February.
- Charles F. Manski, 2010. "Identification of treatment response with social interactions," CeMMAP working papers CWP01/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Charles F. Manski & Elie Tamer, 2002. "Inference on Regressions with Interval Data on a Regressor or Outcome," Econometrica, Econometric Society, vol. 70(2), pages 519-546, March.
- 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.
- Sarah Baird & Aislinn Bohren & Berk Ozler & Craig McIntosh, 2014.
"Designing Experiments to Measure Spillover Effects,"
Working Papers
2014-11, The George Washington University, Institute for International Economic Policy.
- Sarah Baird & J. Aislinn Bohren & Craig McIntosh & Berk Ozler, 2014. "Designing Experiments to Measure Spillover Effects," PIER Working Paper Archive 14-006, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Baird, Sarah & Bohren, Aislinn & McIntosh, Craig & Ozler, Berk, 2014. "Designing experiments to measure spillover effects," Policy Research Working Paper Series 6824, The World Bank.
- Sarah Baird & Aislinn Bohren & Craig McIntosh & Berk Ozler, 2014. "Designing Experiments to Measure Spillover Effects," PIER Working Paper Archive 14-032, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Scott E. Carrell & Bruce I. Sacerdote & James E. West, 2013. "From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation," Econometrica, Econometric Society, vol. 81(3), pages 855-882, May.
- Peter M. Aronow, 2012. "A General Method for Detecting Interference Between Units in Randomized Experiments," Sociological Methods & Research, , vol. 41(1), pages 3-16, February.
- Charles F. Manski, 1993.
"Identification of Endogenous Social Effects: The Reflection Problem,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
- Manski, Charles F., 1991. "Identification of Endogenous Social Effects: The Reflection Problem," SSRI Workshop Series 292712, University of Wisconsin-Madison, Social Systems Research Institute.
- Manski, C.F., 1991. "Identification of Endogenous Social Effects: the Reflection Problem," Working papers 9127, Wisconsin Madison - Social Systems.
- Heller, Ruth & Rosenbaum, Paul R. & Small, Dylan S., 2009. "Split Samples and Design Sensitivity in Observational Studies," Journal of the American Statistical Association, American Statistical Association, vol. 104(487), pages 1090-1101.
- Bruce Sacerdote, 2001.
"Peer Effects with Random Assignment: Results for Dartmouth Roommates,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
- Bruce Sacerdote, 2000. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," NBER Working Papers 7469, National Bureau of Economic Research, Inc.
- Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012.
"Clustering, Spatial Correlations, and Randomization Inference,"
Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
- Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesar, 2010. "Clustering, Spatial Correlations and Randomization Inference," NBER Working Papers 15760, National Bureau of Economic Research, Inc.
- Rosenbaum, Paul R., 2007. "Interference Between Units in Randomized Experiments," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 191-200, March.
- Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
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.- Susan Athey & Guido Imbens, 2016. "The Econometrics of Randomized Experiments," Papers 1607.00698, arXiv.org.
- Gonzalo Vazquez-Bare, 2017. "Identification and Estimation of Spillover Effects in Randomized Experiments," Papers 1711.02745, arXiv.org, revised Jan 2022.
- Davide Viviano, 2020. "Experimental Design under Network Interference," Papers 2003.08421, arXiv.org, revised Jul 2022.
- 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," 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," 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," Post-Print hal-03072119, HAL.
- 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.
- 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.
- Davide Viviano, 2019. "Policy Targeting under Network Interference," Papers 1906.10258, arXiv.org, revised Apr 2024.
- Timothy G. Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2024.
"Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement,"
Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 824-866.
- Timothy Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2015. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," NBER Working Papers 21418, National Bureau of Economic Research, Inc.
- Tim Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2015. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20154, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Tim Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2017. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20177, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Tim Conley & Nirav Mehta & Todd Stinebrickner & Ralph Stinebrickner, 2017. "Social Interactions, Mechanisms, and Equilibrium: Evidence From a Model of Study Time and Academic Achievement," Working Papers 2017-042, Human Capital and Economic Opportunity Working Group.
- Tim Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2018. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," CESifo Working Paper Series 6896, CESifo.
- Yann Algan & Quoc-Anh Do & Nicolò Dalvit & Alexis Le Chapelain & Yves Zenou, 2015.
"How Social Networks Shape Our Beliefs: A Natural Experiment among Future French Politicians,"
Working Papers
hal-03459820, HAL.
- Yann Algan & Quoc-Anh Do & Nicolò Dalvit & Alexis Le Chapelain & Yves Zenou, 2015. "How Social Networks Shape Our Beliefs: A Natural Experiment among Future French Politicians," SciencePo Working papers Main hal-03459820, HAL.
- repec:spo:wpmain:info:hdl:2441/78vacv4udu92eq3fec89svm9uv is not listed on IDEAS
- Han, Kevin & Basse, Guillaume & Bojinov, Iavor, 2024. "Population interference in panel experiments," Journal of Econometrics, Elsevier, vol. 238(1).
- Horrace, William & Jung, Hyunseok & Presler, Jonathan & Schwartz, Amy Ellen, 2021.
"What Makes a Classmate a Peer? Examining which peers matter in NYC elementary schools,"
Working Papers
21-4, Sinquefield Center for Applied Economic Research, Saint Louis University, revised 17 Jan 2022.
- William C. Horrace & Hyunseok Jung & Jonathan L. Pressler & Amy Ellen Schwartz, 2021. "What Makes a Classmate a Peer? Examining Which Peers Matter in NYC Elementary Schools," Center for Policy Research Working Papers 241, Center for Policy Research, Maxwell School, Syracuse University.
- repec:hal:spmain:info:hdl:2441/78vacv4udu92eq3fec89svm9uv is not listed on IDEAS
- Timothy Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2015.
"Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement,"
NBER Working Papers
21418, National Bureau of Economic Research, Inc.
- Todd Stinebrickner & Ralph Stinebrickner & Nirav Mehta & Timothy Conley, 2015. "How social interactions determine input choices and outcomes in equilibrium: Evidence from a model of study time and academic achievement," 2015 Meeting Papers 1175, Society for Economic Dynamics.
- Tim Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2017. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20177, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Tim Conley & Nirav Mehta & Todd Stinebrickner & Ralph Stinebrickner, 2017. "Social Interactions, Mechanisms, and Equilibrium: Evidence From a Model of Study Time and Academic Achievement," Working Papers 2017-042, Human Capital and Economic Opportunity Working Group.
- Chih‐Sheng Hsieh & Hans van Kippersluis, 2018.
"Smoking initiation: Peers and personality,"
Quantitative Economics, Econometric Society, vol. 9(2), pages 825-863, July.
- Chih-Sheng Hsieh & Hans van Kippersluis, 2015. "Smoking Initiation: Peers and Personality," Tinbergen Institute Discussion Papers 15-093/V, Tinbergen Institute.
- Kuersteiner, Guido M. & Prucha, Ingmar R. & Zeng, Ying, 2023.
"Efficient peer effects estimators with group effects,"
Journal of Econometrics, Elsevier, vol. 235(2), pages 2155-2194.
- Guido M. Kuersteiner & Ingmar R. Prucha & Ying Zeng, 2021. "Efficient Peer Effects Estimators with Group Effects," Papers 2105.04330, arXiv.org, revised Apr 2022.
- 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.
- Ainhoa Aparicio-Fenoll & Veruska Oppedisano, 2016.
"Should I stay or should I go? Sibling effects in household formation,"
Review of Economics of the Household, Springer, vol. 14(4), pages 1007-1027, December.
- Aparicio Fenoll, Ainoa & Oppedisano, Veruska, 2014. "Should I Stay or Should I Go? Sibling Effects in Household Formation," IZA Discussion Papers 8713, Institute of Labor Economics (IZA).
- Oleg Poldin & Diliara Valeeva & Maria Yudkevich, 2016. "Which Peers Matter: How Social Ties Affect Peer-group Effects," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(4), pages 448-468, June.
- 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.
- Braun, Martin & Verdier, Valentin, 2023. "Estimation of spillover effects with matched data or longitudinal network data," Journal of Econometrics, Elsevier, vol. 233(2), pages 689-714.
- 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.
More about this item
JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EXP-2015-09-05 (Experimental Economics)
- NEP-NET-2015-09-05 (Network 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:ecl:stabus:3287. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/gsstaus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.