Bayesian estimation and model comparison for linear dynamic panel models with missing values
Author
Abstract
Suggested Citation
DOI: 10.1111/anzs.12316
Download full text from publisher
References listed on IDEAS
- Geweke, John, 1989. "Bayesian Inference in Econometric Models Using Monte Carlo Integration," Econometrica, Econometric Society, vol. 57(6), pages 1317-1339, November.
- Chinn, Menzie D. & Prasad, Eswar S., 2003.
"Medium-term determinants of current accounts in industrial and developing countries: an empirical exploration,"
Journal of International Economics, Elsevier, vol. 59(1), pages 47-76, January.
- Menzie D. Chinn & Eswar S. Prasad, 2000. "Medium-Term Determinants of Current Accounts in Industrial and Developing Countries: An Empirical Exploration," NBER Working Papers 7581, National Bureau of Economic Research, Inc.
- Menzie David Chinn & Mr. Eswar S Prasad, 2000. "Medium-Term Determinants of Current Accounts in Industrial and Developing Countries: An Empirical Exploration," IMF Working Papers 2000/046, International Monetary Fund.
- Hsiao, Cheng & Hashem Pesaran, M. & Kamil Tahmiscioglu, A., 2002.
"Maximum likelihood estimation of fixed effects dynamic panel data models covering short time periods,"
Journal of Econometrics, Elsevier, vol. 109(1), pages 107-150, July.
- Hsaio, Cheng & Pesaran, M. Hashem & Tahmiscioglu, A. Kamil, 1998. "Maximum Likelihood Estimation of Fixed Effects Dynamic Panel Data Models Covering Short Time Periods," Cambridge Working Papers in Economics 9826, Faculty of Economics, University of Cambridge.
- Mesters, G. & Koopman, S.J., 2014.
"Generalized dynamic panel data models with random effects for cross-section and time,"
Journal of Econometrics, Elsevier, vol. 180(2), pages 127-140.
- Geert Mesters & Siem Jan Koopman, 2012. "Generalized Dynamic Panel Data Models with Random Effects for Cross-Section and Time," Tinbergen Institute Discussion Papers 12-009/4, Tinbergen Institute, revised 18 Mar 2014.
- 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.
- Geert Mesters & Victor van der Geest & Catrien Bijleveld, 2014. "Crime, Employment and Social Welfare: an Individual-level Study on Disadvantaged Males," Tinbergen Institute Discussion Papers 14-091/III, Tinbergen Institute.
- 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.
- World Bank, 2017. "World Development Indicators 2017," World Bank Publications - Books, The World Bank Group, number 26447.
- David Roodman, 2009.
"How to do xtabond2: An introduction to difference and system GMM in Stata,"
Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
- David Roodman, 2006. "How to Do xtabond2: An Introduction to "Difference" and "System" GMM in Stata," Working Papers 103, Center for Global Development.
- Daniel L. Millimet & Ian K. McDonough, 2017.
"Dynamic Panel Data Models With Irregular Spacing: With an Application to Early Childhood Development,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 725-743, June.
- Millimet, Daniel L. & McDonough, Ian K., 2013. "Dynamic Panel Data Models with Irregular Spacing: With Applications to Early Childhood Development," IZA Discussion Papers 7359, Institute of Labor Economics (IZA).
- Aßmann, Christian, 2007. "Determinants and Costs of Current Account Reversals under Heterogeneity and Serial Correlation," Economics Working Papers 2007-17, Christian-Albrechts-University of Kiel, Department of Economics.
- Geweke, John & Keane, Michael, 2001. "Computationally intensive methods for integration in econometrics," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 56, pages 3463-3568, Elsevier.
- Doove, L.L. & Van Buuren, S. & Dusseldorp, E., 2014. "Recursive partitioning for missing data imputation in the presence of interaction effects," Computational Statistics & Data Analysis, Elsevier, vol. 72(C), pages 92-104.
- David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
- Ibrahim, Joseph G. & Zhu, Hongtu & Tang, Niansheng, 2008. "Model Selection Criteria for Missing-Data Problems Using the EM Algorithm," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1648-1658.
- World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969.
- Manuel Arellano & Stephen Bond, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
The Review of Economic Studies, Review of Economic Studies Ltd, 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.
- Gerdie Everaert, 2013. "Orthogonal to backward mean transformation for dynamic panel data models," Econometrics Journal, Royal Economic Society, vol. 16(2), pages 179-221, June.
- 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.
- Chib S. & Jeliazkov I., 2001. "Marginal Likelihood From the Metropolis-Hastings Output," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 270-281, March.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Michael Bergrab & Christian Aßmann, 2024. "Automated Bayesian variable selection methods for binary regression models with missing covariate data," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 18(2), pages 203-244, June.
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.- Efe Can KILINÇ & Cafer Necat BERBEROĞLU, 2019. "The Relationship Between Saving, Profit Rates and Business CyclesAbstract:There are different approaches of economics schools on the sources, causes and determinants of business cycles. These approach," Sosyoekonomi Journal, Sosyoekonomi Society.
- Cho, Seo-young & Vadlamannati, Krishna Chaitanya, 2010. "Compliance for big brothers: An empirical analysis on the impact of the anti-trafficking protocol," University of Göttingen Working Papers in Economics 118, University of Goettingen, Department of Economics.
- Yue Teng & Dic Lo, 2019. "Determinants of Developing Countries' Export Upgrading: The Role of China and Productive Investment," Working Papers 227, Department of Economics, SOAS University of London, UK.
- Shelagh Heffernan & Xiaoqing Fu, 2010. "Determinants of financial performance in Chinese banking," Applied Financial Economics, Taylor & Francis Journals, vol. 20(20), pages 1585-1600.
- Jeroen Klomp, 2020. "Subsidizing power," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(3), pages 300-321, July.
- Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013.
"Central government's infrastructure investment across Chinese regions: A dynamic spatial panel data approach,"
China Economic Review, Elsevier, vol. 27(C), pages 264-276.
- Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013. "Central Government's Infrastructure Investment across Chinese Regions: A Dynamic Spatial Panel Data Approach," MPRA Paper 50407, University Library of Munich, Germany.
- Alexander Klemm & Stefan Parys, 2012.
"Empirical evidence on the effects of tax incentives,"
International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 19(3), pages 393-423, June.
- Mr. Alexander D Klemm & Stefan van Parys, 2009. "Empirical Evidenceon the Effects of Tax Incentives," IMF Working Papers 2009/136, International Monetary Fund.
- A. Klemm & S. Van Parys, 2010. "Empirical Evidence on the Effects of Tax Incentives," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 10/673, Ghent University, Faculty of Economics and Business Administration.
- Qu, Guangjun & Sylwester, Kevin & Wang, Feng, 2016. "Anticorruption and Growth: Evidence from China," MPRA Paper 72190, University Library of Munich, Germany.
- Mohanty, Biswajit & Bhanumurthy, N. R. & Dastidar, Ananya Ghosh, 2017. "What explains Regional Imbalances in Infrastructure?: Evidence from Indian States," Working Papers 17/197, National Institute of Public Finance and Policy.
- Michal Madr, 2016. "Economic Development as a Factor of Democratisation: Evidence from Post-Socialist Economies," MENDELU Working Papers in Business and Economics 2016-70, Mendel University in Brno, Faculty of Business and Economics.
- Thomas Gries & Rainer Grundmann, 2020. "Modern sector development: The role of exports and institutions in developing countries," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 644-667, May.
- Scott, K. Rebecca, 2015.
"Demand and price uncertainty: Rational habits in international gasoline demand,"
Energy, Elsevier, vol. 79(C), pages 40-49.
- Scott, K. Rebecca, 2013. "Demand and Price Uncertainty: Rational Habits in International Gasoline Demand," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt25q4w08n, Department of Agricultural & Resource Economics, UC Berkeley.
- Möller Joachim & Tubadji Annie, 2009.
"The Creative Class, Bohemians and Local Labor Market Performance: A Micro-data Panel Study for Germany 1975–2004,"
Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 229(2-3), pages 270-291, April.
- Joachim Möller & Annie Tubaji, 2008. "The Creative Class, Bohemians and Local Labor Market Performance - A Micro-data Panel Study for Germany 1975-2004," Working Papers 270, Leibniz Institut für Ost- und Südosteuropaforschung (Institute for East and Southeast European Studies).
- Möller, Joachim & Tubadji, Annie, 2009. "The Creative Class, Bohemians and Local Labor Market Performance: A Micro-data Panel Study for Germany 1975-2004," ZEW Discussion Papers 08-135, ZEW - Leibniz Centre for European Economic Research.
- Adem Yavuz Elveren & Hale Kirmizioglu, 2022.
"Financial Development and Female Labor Income Share: Evidence from Global Data,"
World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 8(1), pages 35-49, June.
- Kırmızıoğlu, Hale & Elveren, Adem Yavuz, 2022. "Financial Development and Female Labor Income Share: Evidence from Global Data," MPRA Paper 112861, University Library of Munich, Germany.
- Nguyen Phuc Canh & Nguyen Thanh Binh & Su Dinh Thanh & Christophe Schinckus, 2020.
"Determinants of foreign direct investment inflows: The role of economic policy uncertainty,"
International Economics, CEPII research center, issue 161, pages 159-172.
- Canh, Nguyen Phuc & Binh, Nguyen Thanh & Thanh, Su Dinh & Schinckus, Christophe, 2020. "Determinants of foreign direct investment inflows: The role of economic policy uncertainty," International Economics, Elsevier, vol. 161(C), pages 159-172.
- Dreher, Axel & Jensen, Nathan M., 2013.
"Country or leader? Political change and UN General Assembly voting,"
European Journal of Political Economy, Elsevier, vol. 29(C), pages 183-196.
- Axel Dreher & Nathan M. Jensen, 2009. "Country or leader? Political change and UN general assembly voting," KOF Working papers 09-217, KOF Swiss Economic Institute, ETH Zurich.
- Enrico Onali, 2014.
"Moral Hazard, Dividends, and Risk in Banks,"
Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(1-2), pages 128-155, January.
- Enrico Onali, 2012. "Moral hazard, dividends, and risk in banks," Working Papers 12001, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
- Martin Bijsterbosch & Marcin Kolasa, 2010.
"FDI and productivity convergence in Central and Eastern Europe: an industry-level investigation,"
Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 689-712, January.
- Kolasa, Marcin & Bijsterbosch, Martin, 2009. "FDI and productivity convergence in central and eastern Europe: an industry-level investigation," Working Paper Series 992, European Central Bank.
- Daniel Goya, 2014. "The Multiple Impacts of the Exchange Rate on Export Diversification," Cambridge Working Papers in Economics 1436, Faculty of Economics, University of Cambridge.
- Mesters, G. & Koopman, S.J., 2014.
"Generalized dynamic panel data models with random effects for cross-section and time,"
Journal of Econometrics, Elsevier, vol. 180(2), pages 127-140.
- Geert Mesters & Siem Jan Koopman, 2012. "Generalized Dynamic Panel Data Models with Random Effects for Cross-Section and Time," Tinbergen Institute Discussion Papers 12-009/4, Tinbergen Institute, revised 18 Mar 2014.
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:bla:anzsta:v:62:y:2020:i:4:p:536-557. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1369-1473 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.