An Introduction to Causal Inference
Author
Abstract
Suggested Citation
DOI: 10.1177/0049124196024003004
Download full text from publisher
References listed on IDEAS
- Pratt, John W. & Schlaifer, Robert, 1988. "On the interpretation and observation of laws," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 23-52.
- Heckman, J.J. & Hotz, V.J., 1988.
"Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training,"
University of Chicago - Economics Research Center
88-12, Chicago - Economics Research Center.
- James J. Heckman, 1989. "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training," NBER Working Papers 2861, National Bureau of Economic Research, Inc.
- Michael Sobel, 1990. "Effect analysis and causation in linear structural equation models," Psychometrika, Springer;The Psychometric Society, vol. 55(3), pages 495-515, September.
- Geweke, John, 1984. "Inference and causality in economic time series models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 19, pages 1101-1144, Elsevier.
- Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
- Markus Gangl & Thomas A. DiPrete, 2004. "Kausalanalyse durch Matchingverfahren," Discussion Papers of DIW Berlin 401, DIW Berlin, German Institute for Economic Research.
- Piotr Tarka, 2018. "An overview of structural equation modeling: its beginnings, historical development, usefulness and controversies in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 313-354, January.
- Walters, Glenn D., 2019. "Are the effects of parental control/support and peer delinquency on future offending cumulative or interactive? A multiple group analysis of 10 longitudinal studies," Journal of Criminal Justice, Elsevier, vol. 60(C), pages 13-24.
- Tenglong Li & Kenneth A. Frank, 2019. "On the probability of a causal inference is robust for internal validity," Papers 1906.08726, arXiv.org.
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.- Cheung, Yin-Wong & Ng, Lilian K., 1996. "A causality-in-variance test and its application to financial market prices," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 33-48.
- Steven M. Shugan, 2007. "—Causality, Unintended Consequences and Deducing Shared Causes," Marketing Science, INFORMS, vol. 26(6), pages 731-741, 11-12.
- Al-Sadoon, Majid M., 2014.
"Geometric and long run aspects of Granger causality,"
Journal of Econometrics, Elsevier, vol. 178(P3), pages 558-568.
- Majid M. Al-Sadoon, 2013. "Geometric and long run aspects of Granger causality," Economics Working Papers 1356, Department of Economics and Business, Universitat Pompeu Fabra.
- Majid M. Al-Sadoon, 2013. "Geometric and Long Run Aspects of Granger Causality," Working Papers 682, Barcelona School of Economics.
- Han Lin Shang & Kaiying Ji & Ufuk Beyaztas, 2021. "Granger causality of bivariate stationary curve time series," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 40(4), pages 626-635, July.
- Bonaccolto, Giovanni & Caporin, Massimiliano & Panzica, Roberto, 2019. "Estimation and model-based combination of causality networks among large US banks and insurance companies," Journal of Empirical Finance, Elsevier, vol. 54(C), pages 1-21.
- Loperfido, Nicola, 2010. "A note on marginal and conditional independence," Statistics & Probability Letters, Elsevier, vol. 80(23-24), pages 1695-1699, December.
- Fali Huang & Myoung-Jae Lee, 2010.
"Dynamic treatment effect analysis of TV effects on child cognitive development,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(3), pages 392-419.
- Fali Huang & Myoung-jae Lee, 2007. "Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development," Development Economics Working Papers 22445, East Asian Bureau of Economic Research.
- Fali Huang & Myoung-jae Lee, 2009. "Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development," Discussion Paper Series 0906, Institute of Economic Research, Korea University.
- Fali Huang & Myoung-jae Lee, 2007. "Dynamic Treatment Effect Analysis of TV Effects on Child Cognitive Development," Working Papers 10-2007, Singapore Management University, School of Economics.
- Bentour, El Mostafa, 2013. "Oil Prices, Drought Periods and Growth Forecasts in Morocco," MPRA Paper 52892, University Library of Munich, Germany.
- Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2014.
"Causality and contagion in EMU sovereign debt markets,"
International Review of Economics & Finance, Elsevier, vol. 33(C), pages 12-27.
- Marta Gómez-Puig & Simón Sosvilla-Rivero, 2014. "Causality and contagion in EMU sovereign debt markets," Working Papers 2014-03, Universitat de Barcelona, UB Riskcenter.
- Marta Gómez-Puig & Simón Sosvilla-Rivero, 2014. "“Causality and Contagion in EMU Sovereign Debt Markets”," IREA Working Papers 201403, University of Barcelona, Research Institute of Applied Economics, revised Feb 2014.
- Marta Gómez-Puig & Simón Sosvilla-Rivero, 2014. "Causality and Contagion in EMU Sovereign Debt Markets," Working Papers 14-03, Asociación Española de Economía y Finanzas Internacionales.
- Marin, Dalia, 1992.
"Is the Export-Led.Growth Hypothesis Valid for Industrialized Countries?,"
The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 678-688, November.
- Marin, Dalia, 1990. "Is the Export-Led Growth Hypothesis Valid for Industrialized Countries?," CEPR Discussion Papers 362, C.E.P.R. Discussion Papers.
- Marin, Dalia, 1992. "Is the Export-led Growth Hypothesis Valid for Industrialized Countries?," Munich Reprints in Economics 3112, University of Munich, Department of Economics.
- Satya Paul & Colm Kearney & Kabir Chowdhury, 1997. "Inflation and economic growth: a multi-country empirical analysis," Applied Economics, Taylor & Francis Journals, vol. 29(10), pages 1387-1401.
- Cathy W. S. Chen & Sangyeol Lee, 2017. "Bayesian causality test for integer-valued time series models with applications to climate and crime data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(4), pages 797-814, August.
- Dufour, Jean-Marie & Pelletier, Denis & Renault, Eric, 2006.
"Short run and long run causality in time series: inference,"
Journal of Econometrics, Elsevier, vol. 132(2), pages 337-362, June.
- DUFOUR, Jean-Marie & PELLETIER, Denis & RENAULT, Éric, 2003. "Short run and long run causality in time series: Inference," Cahiers de recherche 2003-16, Universite de Montreal, Departement de sciences economiques.
- Jean-Marie Dufour & Denis Pelletier & Eric Renault, 2003. "Short Run and Long Run Causality in Time Series: Inference," CIRANO Working Papers 2003s-61, CIRANO.
- DUFOUR, Jean-Marie & PELLETIER, Denis & RENAULT, Éric, 2003. "Short Run and Long Run Causality in Time Series : Inference," Cahiers de recherche 14-2003, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Jose Perez-Montiel & Carles Manera Erbina, 2019. "Investment Sustained by Consumption: A Linear and Nonlinear Time Series Analysis," Sustainability, MDPI, vol. 11(16), pages 1-15, August.
- Ruixiaoxiao Zhang & Geoffrey QP Shen & Meng Ni & Johnny Wong, 2020. "The relationship between energy consumption and gross domestic product in Hong Kong (1992–2015): Evidence from sectoral analysis and implications on future energy policy," Energy & Environment, , vol. 31(2), pages 215-236, March.
- Corradi, Valentina & Swanson, Norman R., 2004.
"Some recent developments in predictive accuracy testing with nested models and (generic) nonlinear alternatives,"
International Journal of Forecasting, Elsevier, vol. 20(2), pages 185-199.
- Valentina Corradi & Norman Swanson, 2003. "Some Recent Developments in Predictive Accuracy Testing With Nested Models and (Generic) Nonlinear Alternatives," Departmental Working Papers 200316, Rutgers University, Department of Economics.
- Tomaso Aste, 2019. "Cryptocurrency market structure: connecting emotions and economics," Digital Finance, Springer, vol. 1(1), pages 5-21, November.
- Zapata, Hector O. & Gil, Jose M., 1999. "Cointegration and causality in international agricultural economics research," Agricultural Economics, Blackwell, vol. 20(1), pages 1-9, January.
- Claude Diebolt & Cédric Doliger, 2005. "Becker vs. Easterlin. Education, Fertility and Growth in France after World War II," Working Papers 05-03, Association Française de Cliométrie (AFC).
- Bertrand Candelon & Sessi Tokpavi, 2016.
"A Nonparametric Test for Granger Causality in Distribution With Application to Financial Contagion,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(2), pages 240-253, April.
- Bertrand Candelon & Sessi Tokpavi, 2014. "A Nonparametric Test for Granger-causality in Distribution with Application to Financial Contagion," Working Papers hal-04141347, HAL.
- Bertrand Caudelon & Sessi Tokpavi, 2014. "A Nonparametric Test for Granger-causality in Distribution with Application to Financial Contagion," EconomiX Working Papers 2014-18, University of Paris Nanterre, EconomiX.
- Bertrand Candelon & Sessi Tokpavi, 2016. "A Nonparametric Test for Granger Causality in Distribution With Application to Financial Contagion," Post-Print hal-03528203, HAL.
- Bertrand Candelon & Sessi Tokpavi, 2014. "A Nonparametric Test for Granger-causality in Distribution with Application to Financial Contagion," Post-Print hal-01411694, HAL.
Corrections
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:sae:somere:v:24:y:1996:i:3:p:353-379. 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: SAGE Publications (email available below). General contact details of provider: .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.