New results on asymptotic properties of likelihood estimators with persistent data for small and large T
Author
Abstract
Suggested Citation
DOI: 10.1007/s13209-023-00286-y
Download full text from publisher
References listed on IDEAS
- Jushan Bai, 2013. "Fixed‐Effects Dynamic Panel Models, a Factor Analytical Method," Econometrica, Econometric Society, vol. 81(1), pages 285-314, January.
- Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005.
"Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration,"
Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
- Michael Binder & Cheng Hsiao & M. Hashem Pesaran, 2000. "Estimation and Inference in Short Panel Vector Autoregressions with Unit Roots and Cointegration," Working Papers 0005, Banco de España.
- Michael Binder, Cheng Hsiao, and M. Hashem Pesaran, 2001. "Estimation and Inference in Short Panel Vector Autoregressions with Unit Roots and Cointegration," Computing in Economics and Finance 2001 36, Society for Computational Economics.
- Michael Binder & Cheng Hsiao & M. Hashem Pesaran, 2000. "Estimation and Inference In Short Panel Vector Autoregressions with Unit Roots And Cointegration," CESifo Working Paper Series 374, CESifo.
- Binder, M. & Hsaio, C. & Pesaran, M.H., 2000. "Estimation and Inference in Short Panel Vector Autoregressions with Unit Roots and Cointegration," Cambridge Working Papers in Economics 0003, Faculty of Economics, University of Cambridge.
- 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.
- Bun, Maurice J.G. & Carree, Martin A., 2005.
"Bias-Corrected Estimation in Dynamic Panel Data Models,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 200-210, April.
- Bun, M.J.G. & Carree, M.A., 2002. "Bias-corrected estimation in dynamic panel data models," Research Memorandum 025, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Alvarez, Javier & Arellano, Manuel, 2022.
"Robust likelihood estimation of dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 226(1), pages 21-61.
- Javier Álvarez & Manuel Arellano, 2004. "Robust Likelihood Estimation of Dynamic Panel Data Models," Working Papers wp2004_0421, CEMFI.
- Botosaru, Irene & Sasaki, Yuya, 2018. "Nonparametric heteroskedasticity in persistent panel processes: An application to earnings dynamics," Journal of Econometrics, Elsevier, vol. 203(2), pages 283-296.
- Arellano, Manuel, 2016.
"Modelling optimal instrumental variables for dynamic panel data models,"
Research in Economics, Elsevier, vol. 70(2), pages 238-261.
- Manuel Arellano, 2003. "Modelling Optimal Instrumental Variables for Dynamic Panel Data Models," Working Papers wp2003_0310, CEMFI.
- Juodis, Artūras & Sarafidis, Vasilis, 2022.
"An incidental parameters free inference approach for panels with common shocks,"
Journal of Econometrics, Elsevier, vol. 229(1), pages 19-54.
- Juodis, Arturas & Sarafidis, Vasilis, 2020. "An Incidental Parameters Free Inference Approach for Panels with Common Shocks," MPRA Paper 104906, University Library of Munich, Germany.
- Moon, Hyungsik Roger & Perron, Benoit & Phillips, Peter C.B., 2007.
"Incidental trends and the power of panel unit root tests,"
Journal of Econometrics, Elsevier, vol. 141(2), pages 416-459, December.
- Hyungsik Roger Moon & Benoit Perron & Peter C.B. Phillips, 2003. "Incidental Trends and the Power of Panel Unit Root Tests," Cowles Foundation Discussion Papers 1435, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B. Phillips & Hyungsik Roger Moon & Benoit Perron, 2004. "Incidental Trends and the Power of Panel Unit Root Tests," Yale School of Management Working Papers ysm414, Yale School of Management.
- Hyungsik Roger Moon & Benoit Perron & Peter C.B. Phillips, 2005. "Incidental Trends and the Power of Panel Unit Root Tests," IEPR Working Papers 05.38, Institute of Economic Policy Research (IEPR).
- Joakim Westerlund & Milda Norkutė & Ovidijus Stauskas, 2022.
"The factor analytical approach in trending near unit root panels,"
Journal of Time Series Analysis, Wiley Blackwell, vol. 43(3), pages 501-508, May.
- Milda Norkute & Joakim Westerlund & Ovidijus Stauskas, 2021. "The Factor Analytical Approach in Trending Near Unit Root Panels," Bank of Lithuania Working Paper Series 91, Bank of Lithuania.
- Maddala, G S, 1971. "The Use of Variance Components Models in Pooling Cross Section and Time Series Data," Econometrica, Econometric Society, vol. 39(2), pages 341-358, March.
- Hayakawa, Kazuhiko & Pesaran, M. Hashem, 2015. "Robust standard errors in transformed likelihood estimation of dynamic panel data models with cross-sectional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 188(1), pages 111-134.
- Javier Alvarez & Manuel Arellano, 2003.
"The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators,"
Econometrica, Econometric Society, vol. 71(4), pages 1121-1159, July.
- Alvarez, J. & Arellano, M., 1998. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Papers 9808, Centro de Estudios Monetarios Y Financieros-.
- Javier Álvarez & Manuel Arellano, 1998. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Working Papers wp1998_9808, CEMFI.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
- Kruiniger, Hugo, 2018.
"A further look at Modified ML estimation of the panel AR(1) model with fixed effects and arbitrary initial conditions,"
MPRA Paper
88623, University Library of Munich, Germany.
- Kruiniger, Hugo, 2018. "A further look at Modified ML estimation of the panel AR(1) model with fixed effects and arbitrary initial conditions," MPRA Paper 110375, University Library of Munich, Germany, revised 15 Aug 2021.
- Artūras Juodis, 2018. "First difference transformation in panel VAR models: Robustness, estimation, and inference," Econometric Reviews, Taylor & Francis Journals, vol. 37(6), pages 650-693, July.
- Jinyong Hahn & Guido Kuersteiner, 2002. "Asymptotically Unbiased Inference for a Dynamic Panel Model with Fixed Effects when Both "n" and "T" Are Large," Econometrica, Econometric Society, vol. 70(4), pages 1639-1657, July.
- Manuel Arellano & Stéphane Bonhomme, 2009.
"Robust Priors in Nonlinear Panel Data Models,"
Econometrica, Econometric Society, vol. 77(2), pages 489-536, March.
- Manuel Arellano & Stéphane Bonhomme, 2006. "Robust Priors in Nonlinear Panel Data Models," Working Papers wp2006_0614, CEMFI.
- Manuel Arellano & Stéphane Bonhomme, 2007. "Robust priors in nonlinear panel data models," CeMMAP working papers CWP07/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Joakim Westerlund, 2016.
"Pooled Panel Unit Root Tests and the Effect of Past Initialization,"
Econometric Reviews, Taylor & Francis Journals, vol. 35(3), pages 396-427, March.
- Westerlund, Joakim, 2014. "Pooled panel unit root tests and the effect of past initialization," Working Papers fe_2014_06, Deakin University, Department of Economics.
- Manuel Arellano & Richard Blundell & Stéphane Bonhomme, 2017.
"Earnings and Consumption Dynamics: A Nonlinear Panel Data Framework,"
Econometrica, Econometric Society, vol. 85, pages 693-734, May.
- Manuel Arellano & Richard Blundell & Stéphane Bonhomme, 2015. "Earnings and consumption dynamics: a nonlinear panel data framework," IFS Working Papers W15/24, Institute for Fiscal Studies.
- Manuel Arellano & Richard Blundell & Stéphane Bonhomme, 2015. "Earnings and consumption dynamics: a nonlinear panel data framework," CeMMAP working papers 53/15, Institute for Fiscal Studies.
- Manuel Arellano & Richard Blundell & Stéphane Bonhomme, 2016. "Earnings and Consumption Dynamics: A Nonlinear Panel Data Framework," Working Papers wp2016_1606, CEMFI.
- Manuel Arellano & Richard Blundell & Stéphane Bonhomme, 2015. "Earnings and consumption dynamics: a nonlinear panel data framework," CeMMAP working papers CWP53/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Arellano, Manuel & Blundell, Richard & Bonhomme, Stephane, 2015. "Earnings and Consumption Dynamics: A Nonlinear Panel Data Framework," IZA Discussion Papers 9344, Institute of Labor Economics (IZA).
- Manuel Arellano & Richard Blundell & Stéphane Bonhomme, 2015. "Earnings and Consumption Dynamics: A Nonlinear Panel Data Framework," Working Papers wp2015_1506, CEMFI.
- Artūras Juodis & Joakim Westerlund, 2019. "Optimal panel unit root testing with covariates," The Econometrics Journal, Royal Economic Society, vol. 22(1), pages 57-72.
- Kruiniger, Hugo, 2013.
"Quasi ML estimation of the panel AR(1) model with arbitrary initial conditions,"
Journal of Econometrics, Elsevier, vol. 173(2), pages 175-188.
- Hugo Kruiniger, 2006. "Quasi ML Estimation of the Panel AR(1) Model with Arbitrary Initial Conditions," Working Papers 582, Queen Mary University of London, School of Economics and Finance.
- Chamberlain, Gary, 1982.
"Multivariate regression models for panel data,"
Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
- Gary Chamberlain, 1980. "Multivariate Refression Models for Paned Data," NBER Technical Working Papers 0008, National Bureau of Economic Research, Inc.
- 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.
- Norkutė, Milda & Westerlund, Joakim, 2021. "The factor analytical approach in near unit root interactive effects panels," Journal of Econometrics, Elsevier, vol. 221(2), pages 569-590.
- Tony Lancaster, 2002. "Orthogonal Parameters and Panel Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(3), pages 647-666.
- Enrique Moral-Benito, 2013. "Likelihood-Based Estimation of Dynamic Panels With Predetermined Regressors," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(4), pages 451-472, October.
- Hahn, Jinyong & Kuersteiner, Guido & Cho, Myeong Hyeon, 2004. "Asymptotic distribution of misspecified random effects estimator for a dynamic panel model with fixed effects when both n and T are large," Economics Letters, Elsevier, vol. 84(1), pages 117-125, July.
- 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.
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.- Maurice J.G. Bun & Martin A. Carree & Artūras Juodis, 2017.
"On Maximum Likelihood Estimation of Dynamic Panel Data Models,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(4), pages 463-494, August.
- Maurice J.G. Bun & Martin A. Carree & Arturas Juodis, 2014. "On Maximum Likelihood estimation of dynamic panel data models," UvA-Econometrics Working Papers 14-04, Universiteit van Amsterdam, Dept. of Econometrics.
- Breitung, Jörg & Kripfganz, Sebastian & Hayakawa, Kazuhiko, 2022. "Bias-corrected method of moments estimators for dynamic panel data models," Econometrics and Statistics, Elsevier, vol. 24(C), pages 116-132.
- Artūras Juodis, 2018. "Rank based cointegration testing for dynamic panels with fixed T," Empirical Economics, Springer, vol. 55(2), pages 349-389, September.
- Kruiniger, Hugo, 2018.
"A further look at Modified ML estimation of the panel AR(1) model with fixed effects and arbitrary initial conditions,"
MPRA Paper
110375, University Library of Munich, Germany, revised 15 Aug 2021.
- Kruiniger, Hugo, 2018. "A further look at Modified ML estimation of the panel AR(1) model with fixed effects and arbitrary initial conditions," MPRA Paper 88623, University Library of Munich, Germany.
- Seung C. Ahn & Gareth M. Thomas, 2023. "Likelihood-based inference for dynamic panel data models," Empirical Economics, Springer, vol. 64(6), pages 2859-2909, June.
- Alvarez, Javier & Arellano, Manuel, 2022.
"Robust likelihood estimation of dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 226(1), pages 21-61.
- Javier Álvarez & Manuel Arellano, 2004. "Robust Likelihood Estimation of Dynamic Panel Data Models," Working Papers wp2004_0421, CEMFI.
- Geert Dhaene & Koen Jochmans, 2015.
"Split-panel Jackknife Estimation of Fixed-effect Models,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 991-1030.
- DHAENE, Geert & JOCHMANS, Koen, 2010. "Split-panel jackknife estimation of fixed-effect models," LIDAM Discussion Papers CORE 2010003, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Geert Dhaene & Koen Jochmans, 2014. "Split-Panel Jackknife Estimation of Fixed-Effect Models," SciencePo Working papers hal-01070553, HAL.
- Geert Dhaene & Koen Jochmans, 2014. "Split-Panel Jackknife Estimation of Fixed-Effect Models," Working Papers hal-01070553, HAL.
- Geert Dhaene & Koen Jochmans, 2014. "Split-Panel Jackknife Estimation of Fixed-Effect Models," SciencePo Working papers Main hal-01070553, HAL.
- Geert Dhaene & Koen Jochmans, 2010. "Split-panel jackknife estimation of fixed-effect models," Working Papers hal-03627120, HAL.
- Geert Dhaene & Koen Jochmans, 2015. "Split-panel jackknife estimation of fixed-effect models," Post-Print hal-03392997, HAL.
- Geert Dhaene & Koen Jochmans, 2015. "Split-panel jackknife estimation of fixed-effect models," SciencePo Working papers Main hal-03392997, HAL.
- Bai, Jushan, 2024.
"Likelihood approach to dynamic panel models with interactive effects,"
Journal of Econometrics, Elsevier, vol. 240(1).
- Bai, Jushan, 2013. "Likelihood approach to dynamic panel models with interactive effects," MPRA Paper 50267, University Library of Munich, Germany.
- repec:hal:spmain:info:hdl:2441/1mc4dip81d9t8r0t57fe1h8lap is not listed on IDEAS
- repec:spo:wpmain:info:hdl:2441/1mc4dip81d9t8r0t57fe1h8lap is not listed on IDEAS
- In Choi & Sanghyun Jung, 2021.
"Cross-sectional quasi-maximum likelihood and bias-corrected pooled least squares estimators for short dynamic panels,"
Empirical Economics, Springer, vol. 60(1), pages 177-203, January.
- In Choi & Sanghyun Jung, 2020. "Cross-sectional quasi maximum likelihood and bias-corrected pooled least squares estimators for short dynamic panels," Working Papers 2007, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
- Maurice J.G. Bun & Sarafidis, V., 2013. "Dynamic Panel Data Models," UvA-Econometrics Working Papers 13-01, Universiteit van Amsterdam, Dept. of Econometrics.
- Dhaene, Geert & Jochmans, Koen, 2016.
"Likelihood Inference In An Autoregression With Fixed Effects,"
Econometric Theory, Cambridge University Press, vol. 32(5), pages 1178-1215, October.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," SciencePo Working papers hal-01070434, HAL.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," Working Papers hal-01070434, HAL.
- Geert Dhaene & Koen Jochmans, 2016. "Likelihood Inference in an Autoregression with Fixed Effects," Post-Print hal-03391995, HAL.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," SciencePo Working papers Main hal-01070434, HAL.
- Geert Dhaene & Koen Jochmans, 2016. "Likelihood Inference in an Autoregression with Fixed Effects," SciencePo Working papers Main hal-03391995, HAL.
- repec:hal:spmain:info:hdl:2441/f6h8764enu2lskk9p2m9mgp8l is not listed on IDEAS
- Alexander Chudik & M. Hashem Pesaran, 2017. "A Bias-Corrected Method of Moments Approach to Estimation of Dynamic Short-T Panels," CESifo Working Paper Series 6688, CESifo.
- Kripfganz, Sebastian, 2014. "Unconditional Transformed Likelihood Estimation of Time-Space Dynamic Panel Data Models," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100604, Verein für Socialpolitik / German Economic Association.
- Dhaene, Geert & Jochmans, Koen, 2016.
"Likelihood Inference In An Autoregression With Fixed Effects,"
Econometric Theory, Cambridge University Press, vol. 32(5), pages 1178-1215, October.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," SciencePo Working papers hal-01070434, HAL.
- Geert Dhaene & Koen Jochmans, 2016. "Likelihood Inference in an Autoregression with Fixed Effects," SciencePo Working papers hal-03391995, HAL.
- Geert Dhaene & Koen Jochmans, 2016. "Likelihood Inference in an Autoregression with Fixed Effects," Post-Print hal-03391995, HAL.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," Working Papers hal-01070434, HAL.
- Geert Dhaene & Koen Jochmans, 2016. "Likelihood Inference in an Autoregression with Fixed Effects," Sciences Po publications info:hdl:2441/1mc4dip81d9, Sciences Po.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," Sciences Po Economics Discussion Papers 2013-07, Sciences Po Departement of Economics.
- Geert Dhaene & Koen Jochmans, 2013. "Likelihood inference in an Autoregression with fixed effects," Sciences Po publications 2013-07, Sciences Po.
- Bao, Yong & Yu, Xuewen, 2023. "Indirect inference estimation of dynamic panel data models," Journal of Econometrics, Elsevier, vol. 235(2), pages 1027-1053.
- repec:spo:wpmain:info:hdl:2441/f6h8764enu2lskk9p2m9mgp8l is not listed on IDEAS
- Norkutė, Milda & Westerlund, Joakim, 2021. "The factor analytical approach in near unit root interactive effects panels," Journal of Econometrics, Elsevier, vol. 221(2), pages 569-590.
- Hayakawa, Kazuhiko & Pesaran, M. Hashem, 2015. "Robust standard errors in transformed likelihood estimation of dynamic panel data models with cross-sectional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 188(1), pages 111-134.
- Youssef, Ahmed & Abonazel, Mohamed R., 2015. "Alternative GMM Estimators for First-order Autoregressive Panel Model: An Improving Efficiency Approach," MPRA Paper 68674, University Library of Munich, Germany.
- Alexander Chudik & M. Hashem Pesaran, 2017. "An Augmented Anderson-Hsiao Estimator for Dynamic Short-T Panels," Globalization Institute Working Papers 327, Federal Reserve Bank of Dallas, revised 27 Mar 2021.
- repec:spo:wpecon:info:hdl:2441/f6h8764enu2lskk9p2m9mgp8l is not listed on IDEAS
- Hayakawa, Kazuhiko, 2024. "Recent development of covariance structure analysis in economics," Econometrics and Statistics, Elsevier, vol. 29(C), pages 31-48.
More about this item
Keywords
Dynamic panel data; Maximum likelihood; Monte Carlo simulation;All these keywords.
JEL classification:
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
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:spr:series:v:14:y:2023:i:3:d:10.1007_s13209-023-00286-y. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.