Dynamic panel data: A useful technique in experiments
Numerous experimental studies use a panel approach to analyze repeated experiments involving a large number of periods. They use “static” panel techniques and do not incorporate any temporal dependency (lags) of the dependent variable. This paper introduces dynamic panel data techniques to experimental economists. This is a standard tool in many other fields of economics and might also be useful in our discipline. It uses the lags of the dependent variable as explanatory variables. Although the coefficients on lagged dependent variables might be far from our interest, the introduction of these lags becomes crucial to control for the dynamics of the process. To show the advantages of this technique, we have compared two datasets using static and dynamic panel data. We conclude that the use of dynamic panel data models in the context of experiments allows to unravel new relationships between experimental variables and highlighting new paths in behaviors
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- Glenn W. Harrison & John A. List, 2004.
Journal of Economic Literature,
American Economic Association, vol. 42(4), pages 1009-1055, December.
- Glenn Harrison & John List, 2004. "Field experiments," Artefactual Field Experiments 00058, The Field Experiments Website.
- John List & David Reiley, 2008. "Field experiments," Artefactual Field Experiments 00091, The Field Experiments Website.
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
- Guillen, Pablo & Fatas, Enrique & Brañas-Garza, Pablo, 2010. "Inducing efficient conditional cooperation patterns in public goods games, an experimental investigation," Journal of Economic Psychology, Elsevier, vol. 31(6), pages 872-883, December.
- Pablo Brañas-Garza & Enrique Fatas & Pablo Guillen, 2006. "Inducing a Self-Fulfilling Prophecy in Public Goods Games," ThE Papers 06/01, Department of Economic Theory and Economic History of the University of Granada..
- Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- David Cooper & Nick Feltovich & Alvin Roth & Rami Zwick, 2003. "Relative versus Absolute Speed of Adjustment in Strategic Environments: Responder Behavior in Ultimatum Games," Experimental Economics, Springer;Economic Science Association, vol. 6(2), pages 181-207, October.
- Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1989. "The Revenues-Expenditures Nexus: Evidence from Local Government Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(2), pages 415-429, May.
- Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
- Douglas Holtz-Eakin & Whitney K. Newey & Harvey S. Rosen, 1987. "The Revenues-Expenditures Nexus: Evidence from Local Government Data," NBER Working Papers 2180, National Bureau of Economic Research, Inc.
- Tom Doan, "undated". "RATS program to demonstrate IV estimation of VAR in panel data," Statistical Software Components RTZ00185, Boston College Department of Economics.
- Anabela Botelho & Glenn W. Harrison & Marc A. Hirsch & Elisabet E. Rutstrom, 2001. "Bargaining behavior, demographics and nationality: a reconsideration of the experimental evidence," NIMA Working Papers 16, Núcleo de Investigação em Microeconomia Aplicada (NIMA), Universidade do Minho.
- Croson, Rachel & Fatas, Enrique & Neugebauer, Tibor, 2005. "Reciprocity, matching and conditional cooperation in two public goods games," Economics Letters, Elsevier, vol. 87(1), pages 95-101, April.
- Rachel Croson & Enrique Fatás & Tibor Neugebauer, 2004. "Reciprocity, Matching and Conditional Cooperation in Two Public Goods Games," Economic Working Papers at Centro de Estudios Andaluces E2004/32, Centro de Estudios Andaluces.
- Rachel Croson & Enrique Fatás & Tibor Neugebauer, 2004. "Reciprocity, Matching and Conditional Cooperation in Two Public Goods Games," IESA Working Papers Series 0409, Institute for Social Syudies of Andalusia - Higher Council for Scientific Research.
- Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
- Tom Doan, "undated". "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- John List & Todd Cherry, 2000. "Learning to Accept in Ultimatum Games: Evidence from an Experimental Design that Generates Low Offers," Experimental Economics, Springer;Economic Science Association, vol. 3(1), pages 11-29, June.
- Glenn Harrison, 2007. "House money effects in public good experiments: Comment," Experimental Economics, Springer;Economic Science Association, vol. 10(4), pages 429-437, December.
- Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
- Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January. Full references (including those not matched with items on IDEAS)
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