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Simulation estimation for panel data models with limited dependent variables
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- Hajivassiliou, Vassilis A. & Ruud, Paul A., 1986.
"Classical estimation methods for LDV models using simulation,"
Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 40, pages 2383-2441,
Elsevier.
- Hajivassiliou, Vassilis A & Ruud, Paul A., 1993. "Classical Estimation Methods for LDV Models Using Simulation," Department of Economics, Working Paper Series qt3cg196fr, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Vassilis A. Hajivassiliou and Paul A. Ruud., 1993. "Classical Estimation Methods for LDV Models Using Simulation," Economics Working Papers 93-219, University of California at Berkeley.
- Vassilis A. Hajivassiliou & Paul A. Ruud, 1993. "Classical Estimation Methods for LDV Models Using Simulation," Cowles Foundation Discussion Papers 1051, Cowles Foundation for Research in Economics, Yale University.
- V.A. Hajivassiliou & P. A. Ruud, 1993. "Classical Estimation Methods for LDV Models Using Simulation," Econometrics 9311002, University Library of Munich, Germany.
- Breitung, Jörg & Lechner, Michael, 1998. "Alternative GMM methods for nonlinear panel data models," SFB 373 Discussion Papers 1998,81, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- Christian Brinch, 2012. "Efficient simulated maximum likelihood estimation through explicitly parameter dependent importance sampling," Computational Statistics, Springer, vol. 27(1), pages 13-28, March.
- Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
- Dufour, Jean-Marie, 2006.
"Monte Carlo tests with nuisance parameters: A general approach to finite-sample inference and nonstandard asymptotics,"
Journal of Econometrics, Elsevier, vol. 133(2), pages 443-477, August.
- Jean-Marie Dufour, 2005. "Monte Carlo tests with nuisance parameters: a general approach to finite-sample inference and non-standard asymptotics," CIRANO Working Papers 2005s-02, CIRANO.
- DUFOUR, Jean-Marie, 2005. "Monte Carlo Tests with Nuisance Parameters: A General Approach to Finite-Sample Inference and Nonstandard Asymptotics," Cahiers de recherche 2005-03, Universite de Montreal, Departement de sciences economiques.
- DUFOUR, Jean-Marie, 2005. "Monte Carlo Tests with Nuisance Parameters: A General Approach to Finite-Sample Inference and Nonstandard Asymptotics," Cahiers de recherche 03-2005, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Michael P. Keane & Kenneth I. Wolpin, 2010.
"The Role Of Labor And Marriage Markets, Preference Heterogeneity, And The Welfare System In The Life Cycle Decisions Of Black, Hispanic, And White Women,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 851-892, August.
- Michael P. Keane & Kenneth I. Wolpin, 2006. "The Role of Labor and Marriage Markets, Preference Heterogeneity and the Welfare System in the Life Cycle Decisions of Black, Hispanic and White Women," PIER Working Paper Archive 06-004, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Inkmann, Joachim, 2000.
"Misspecified heteroskedasticity in the panel probit model: A small sample comparison of GMM and SML estimators,"
Journal of Econometrics, Elsevier, vol. 97(2), pages 227-259, August.
- Inkmann, Joachim, 1999. "Misspecified heteroskedasticity in the panel probit model: A small sample comparison of GMM and SML estimators," CoFE Discussion Papers 99/04, University of Konstanz, Center of Finance and Econometrics (CoFE).
- Joachim Inkmann, 1999. "Misspecified heteroskedasticity in the panel probit model: A small sample comparison of GMM and SML estimators," Finance 9904003, University Library of Munich, Germany.
- Victoria Prowse, 2012.
"Modeling Employment Dynamics With State Dependence and Unobserved Heterogeneity,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(3), pages 411-431, April.
- Victoria Prowse, 2007. "Modeling Employment Dynamics with State Dependence and Unobserved Heterogeneity," Economics Series Working Papers 337, University of Oxford, Department of Economics.
- Prowse, Victoria, 2012. "Modeling employment dynamics with state dependence and unobserved heterogeneity," MPRA Paper 38038, University Library of Munich, Germany, revised 10 Apr 2012.
- Prowse, Victoria L., 2010. "Modeling Employment Dynamics with State Dependence and Unobserved Heterogeneity," IZA Discussion Papers 4889, Institute of Labor Economics (IZA).
- Elrod, Terry & Keane, Michael, 1995. "A Factor-Analytic Probit Model for Representing the Market Structure in Panel Data," MPRA Paper 52434, University Library of Munich, Germany.
- Vijverberg, Wim P. M., 1996. "Monte Carlo evaluation of multivariate Student's t probabilities," Economics Letters, Elsevier, vol. 52(1), pages 1-6, July.
- Tülin Erdem & Susumu Imai & Michael Keane, 2003.
"Brand and Quantity Choice Dynamics Under Price Uncertainty,"
Quantitative Marketing and Economics (QME), Springer, vol. 1(1), pages 5-64, March.
- Erdem, Tulin & Imai, Susumu & Keane, Michael, 2003. "Brand and Quantity Choice Dynamics Under Price Uncertainty," MPRA Paper 52516, University Library of Munich, Germany.
- Michael P. Keane & Kenneth I. Wolpin, 2007.
"Exploring The Usefulness Of A Nonrandom Holdout Sample For Model Validation: Welfare Effects On Female Behavior,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1351-1378, November.
- Michael P. Keane & Kenneth I. Wolpin, 2006. "Exploring the Usefulness of a Non-Random Holdout Sample for Model Validation: Welfare Effects on Female Behavior," PIER Working Paper Archive 06-006, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Keane, Michael, 1997. "Current Issues in Discrete Choice Modeling," MPRA Paper 52515, University Library of Munich, Germany.
- Shiu, Ji-Liang & Hu, Yingyao, 2013.
"Identification and estimation of nonlinear dynamic panel data models with unobserved covariates,"
Journal of Econometrics, Elsevier, vol. 175(2), pages 116-131.
- Ji-Liang Shiu & Yingyao Hu, 2010. "Identification and Estimation of Nonlinear Dynamic Panel Data Models with Unobserved Covariates," Economics Working Paper Archive 557, The Johns Hopkins University,Department of Economics.
- Mattia Nardotto & Tommaso Valletti & Frank Verboven, 2015.
"Unbundling The Incumbent: Evidence From Uk Broadband,"
Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 330-362, April.
- Verboven, Frank & Valletti, Tommaso & Nardotto, Mattia, 2012. "Unbundling the incumbent: Evidence from UK broadband," CEPR Discussion Papers 9194, C.E.P.R. Discussion Papers.
- Mattia Nardotto & Tommaso Valletti & Frank Verboven, 2014. "Unbundling the Incumbent: Evidence from UK broadband," CEIS Research Paper 331, Tor Vergata University, CEIS, revised 03 Oct 2014.
- Tülin Erdem & Michael Keane & Baohong Sun, 2008. "The impact of advertising on consumer price sensitivity in experience goods markets," Quantitative Marketing and Economics (QME), Springer, vol. 6(2), pages 139-176, June.
- Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Learning Models: An Assessment of Progress, Challenges and New Developments," Economics Papers 2013-W07, Economics Group, Nuffield College, University of Oxford.
- Pradeep Chintagunta & Jean-Pierre Dubé & Khim Yong Goh, 2005. "Beyond the Endogeneity Bias: The Effect of Unmeasured Brand Characteristics on Household-Level Brand Choice Models," Management Science, INFORMS, vol. 51(5), pages 832-849, May.
- Murdoch, James C. & Sandler, Todd & Vijverberg, Wim P. M., 2003. "The participation decision versus the level of participation in an environmental treaty: a spatial probit analysis," Journal of Public Economics, Elsevier, vol. 87(2), pages 337-362, February.
- Vijverberg, Wim P. M., 2000. "Rectangular and wedge-shaped multivariate normal probabilities," Economics Letters, Elsevier, vol. 68(1), pages 13-20, July.
- Thomas Andrén & Daniela Andrén, 2013.
"Never give up? The persistence of welfare participation in Sweden,"
IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-21, December.
- Andrén, Daniela & Andrén, Thomas, 2012. "Never give up? The persistence of welfare participation in Sweden," Working Papers 2012:1, Örebro University, School of Business.
- Thomas Andrén & Daniela Andrén, 2012. "Never give up? The persistence of welfare participation in Sweden," Discussion Papers 5, Central European Labour Studies Institute (CELSI).
- Michael P. Keane, 2013. "Panel data discrete choice models of consumer demand," Economics Papers 2013-W08, Economics Group, Nuffield College, University of Oxford.
- Pofahl, Geoffrey M. & Capps, Oral, Jr. & Clauson, Annette L., 2005. "Demand for Non-Alcoholic Beverages: Evidence From The ACNielsen Home Scan Panel," 2005 Annual meeting, July 24-27, Providence, RI 19441, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Aßmann, Christian, 2008.
"Assessing the Effect of Current Account and Currency Crises on Economic Growth,"
Economics Working Papers
2008-01, Christian-Albrechts-University of Kiel, Department of Economics.
- Aßmann, Christian, 2011. "Assessing the effect of current account and currency crises on economic growth," BERG Working Paper Series 80, Bamberg University, Bamberg Economic Research Group.
- Liesenfeld, Roman & Richard, Jean-François, 2010. "Efficient estimation of probit models with correlated errors," Journal of Econometrics, Elsevier, vol. 156(2), pages 367-376, June.
- J. Miguel Villas-Boas & Russell S. Winer, 1999. "Endogeneity in Brand Choice Models," Management Science, INFORMS, vol. 45(10), pages 1324-1338, October.
- Shoaib Akhtar & Azhar Abbas & Muhammad Amjed Iqbal & Muhammad Rizwan & Abdus Samie & Muhammad Faisal & Jam Ghulam Murtaza Sahito, 2021. "What Determines the Uptake of Multiple Tools to Mitigate Agricultural Risks among Hybrid Maize Growers in Pakistan? Findings from Field-Level Data," Agriculture, MDPI, vol. 11(7), pages 1-13, June.
- Wooldridge, Jeffrey M., 2000. "A framework for estimating dynamic, unobserved effects panel data models with possible feedback to future explanatory variables," Economics Letters, Elsevier, vol. 68(3), pages 245-250, September.
- J. Paul Elhorst & Pim Heijnen & Anna Samarina & Jan P. A. M. Jacobs, 2017. "Transitions at Different Moments in Time: A Spatial Probit Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 422-439, March.
- Andrén, Daniela & Andrén, Thomas, 2013.
"State dependence in Swedish social assistance,"
Working Papers
2013:7, Örebro University, School of Business.
- Thomas Andrén & Daniela Andrén, 2013. "State dependence in Swedish social assistance," Discussion Papers 19, Central European Labour Studies Institute (CELSI).
- William Greene, 2007. "Discrete Choice Modeling," Working Papers 07-6, New York University, Leonard N. Stern School of Business, Department of Economics.
- Raja Chakir & Alban Thomas, 2003. "Simulated maximum likelihood estimation of demand systems with corner solutions and panel data application to industrial energy demand," Revue d'économie politique, Dalloz, vol. 113(6), pages 773-799.
- Roman Liesenfeld & Guilherme Valle Moura & Jean‐François Richard, 2010.
"Determinants and Dynamics of Current Account Reversals: An Empirical Analysis,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(4), pages 486-517, August.
- Liesenfeld, Roman & Moura, Guilherme V. & Richard, Jean-François, 2009. "Determinants and dynamics of current account reversals: an empirical analysis," Economics Working Papers 2009-04, Christian-Albrechts-University of Kiel, Department of Economics.
- Tülin Erdem & Michael Keane & T. Öncü & Judi Strebel, 2005. "Learning About Computers: An Analysis of Information Search and Technology Choice," Quantitative Marketing and Economics (QME), Springer, vol. 3(3), pages 207-247, September.
- Yi Zhao & Sha Yang & Vishal Narayan & Ying Zhao, 2013. "Modeling Consumer Learning from Online Product Reviews," Marketing Science, INFORMS, vol. 32(1), pages 153-169, May.
- Vijverberg, Wim P. M., 1997. "Monte Carlo evaluation of multivariate normal probabilities," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 281-307.
- Breslaw, Jon A. & McIntosh, James, 1998. "Simulated latent variable estimation of models with ordered categorical data," Journal of Econometrics, Elsevier, vol. 87(1), pages 25-47, August.
- Heijnen, P. & Samarina, A.. & Jacobs, J.P.A.M. & Elhorst, J.P., 2013. "State transfers at different moments in time," Research Report 13006-EEF, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
- Baohong Sun, 2005. "Promotion Effect on Endogenous Consumption," Marketing Science, INFORMS, vol. 24(3), pages 430-443, July.
- Islam, Nizamul, 2005. "Dynamic labour force participation of married women in Sweden," Working Papers in Economics 184, University of Gothenburg, Department of Economics, revised 10 Jul 2007.
- Gould, Brian W. & Yen, Steven T., 2002. "Food Demand In Mexico: A Quasi-Maximum Likelihood Approach," 2002 Annual meeting, July 28-31, Long Beach, CA 19667, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Cebollada, Javier & Chu, Yanlai & Jiang, Zhiying, 2019. "Online Category Pricing at a Multichannel Grocery Retailer," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 52-69.
- Ching, Andrew T. & Erdem, Tülin & Keane, Michael P., 2014.
"A simple method to estimate the roles of learning, inventories and category consideration in consumer choice,"
Journal of choice modelling, Elsevier, vol. 13(C), pages 60-72.
- Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2014. "A Simple Method to Estimate the Roles of Learning, Inventories and Category Consideration in Consumer Choice," Economics Papers 2014-W01, Economics Group, Nuffield College, University of Oxford.
- Lee, Donghoon & Song, Kyungchul, 2015. "Simulated maximum likelihood estimation for discrete choices using transformed simulated frequencies," Journal of Econometrics, Elsevier, vol. 187(1), pages 131-153.
- Sungho Park & Sachin Gupta, 2012. "Comparison of SML and GMM estimators for the random coefficient logit model using aggregate data," Empirical Economics, Springer, vol. 43(3), pages 1353-1372, December.
- repec:dgr:rugsom:13006-eef is not listed on IDEAS
- Yacheng Sun & Shibo Li & Baohong Sun, 2015. "An Empirical Analysis of Consumer Purchase Decisions Under Bucket-Based Price Discrimination," Marketing Science, INFORMS, vol. 34(5), pages 646-668, September.
- Hanemann, W. Michael & Kanninen, Barbara, 1996. "The Statistical Analysis Of Discrete-Response Cv Data," CUDARE Working Papers 25022, University of California, Berkeley, Department of Agricultural and Resource Economics.
- Partha Deb & Furio Rosati, 2002. "Determinants of Child Labor and School Attendance: The Role of Household Unobservables," Economics Working Paper Archive at Hunter College 02/9, Hunter College Department of Economics.
- Cai, Lixin, 2010.
"The relationship between health and labour force participation: Evidence from a panel data simultaneous equation model,"
Labour Economics, Elsevier, vol. 17(1), pages 77-90, January.
- Lixin Cai, 2007. "The Relationship between Health and Labour Force Participation: Evidence from a Panel Data Simultaneous Equation Model," Melbourne Institute Working Paper Series wp2007n01, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Partha Deb, 2001. "A discrete random effects probit model with application to the demand for preventive care," Health Economics, John Wiley & Sons, Ltd., vol. 10(5), pages 371-383, July.
- Pietola, Kyosti & Vare, Minna & Oude Lansink, Alfons G.J.M., 2002. "Farmers' Exit Decisions and Early Retirement Programs in Finland," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24825, European Association of Agricultural Economists.
- Andrew Ching & Tülin Erdem & Michael Keane, 2009.
"The price consideration model of brand choice,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(3), pages 393-420, April.
- Ching, Andrew & Erdem, Tulin & Keane, Michael, 2007. "The Price Consideration Model of Brand Choice," MPRA Paper 4686, University Library of Munich, Germany.
- Erdem, Tulin & Keane, Michael P. & Sun, Baohong, 1998. "Missing price and coupon availability data in scanner panels: Correcting for the self-selection bias in choice model parameters," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 177-196, November.
- Tülin Erdem & Michael Katz & Baohong Sun, 2010. "A simple test for distinguishing between internal reference price theories," Quantitative Marketing and Economics (QME), Springer, vol. 8(3), pages 303-332, September.
- Blau, David M., 1997. "Social security and the labor supply of older married couples," Labour Economics, Elsevier, vol. 4(4), pages 373-418, December.
- Junhong Chu & Pradeep Chintagunta & Javier Cebollada, 2008. "Research Note—A Comparison of Within-Household Price Sensitivity Across Online and Offline Channels," Marketing Science, INFORMS, vol. 27(2), pages 283-299, 03-04.
- Lixin Cai & Guyonne Kalb, 2007.
"Health status and labour force status of older working-age Australian men,"
Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 10(4), pages 227-252.
- Lixin Cai & Guyonne Kalb, 2005. "Health Status and Labour Force Status of Older Working-Age Australian Men," Melbourne Institute Working Paper Series wp2005n09, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Invited Paper ---Learning Models: An Assessment of Progress, Challenges, and New Developments," Marketing Science, INFORMS, vol. 32(6), pages 913-938, November.
- Ziegler Andreas, 2010. "Z-Tests in Multinomial Probit Models under Simulated Maximum Likelihood Estimation: Some Small Sample Properties," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(5), pages 630-652, October.
- Juan Pablo Atal, 2019. "Lock-in in Dynamic Health Insurance Contracts: Evidence from Chile," PIER Working Paper Archive 19-020, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Hu, Yingyao, 2017. "The Econometrics of Unobservables -- Latent Variable and Measurement Error Models and Their Applications in Empirical Industrial Organization and Labor Economics [The Econometrics of Unobservables]," Economics Working Paper Archive 64578, The Johns Hopkins University,Department of Economics, revised 2021.
- Joffre Swait & Tülin Erdem, 2007. "Brand Effects on Choice and Choice Set Formation Under Uncertainty," Marketing Science, INFORMS, vol. 26(5), pages 679-697, 09-10.
- Keane, Michael, 2004. "Modeling Health Insurance Choice Using the Heterogeneous Logit Model," MPRA Paper 55203, University Library of Munich, Germany.
- Lee, Lung-Fei, 1997. "A smooth likelihood simulator for dynamic disequilibrium models," Journal of Econometrics, Elsevier, vol. 78(2), pages 257-294, June.