Reexamining an old story: uncovering the hidden small sample bias in AR(1) models
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DOI: 10.31219/osf.io/esfpy_v1
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- Marcet, Albert & Jarociński, Marek, 2010.
"Autoregressions in small samples, priors about observables and initial conditions,"
Working Paper Series
1263, European Central Bank.
- Jarocinski, Marek & Marcet, Albert, 2011. "Autoregressions in small samples, priors about observables and initial conditions," LSE Research Online Documents on Economics 121711, London School of Economics and Political Science, LSE Library.
- Marek Jarocinski & Albert Marcet, 2011. "Autoregressions in Small Samples, Priors about Observables and Initial Conditions," CEP Discussion Papers dp1061, Centre for Economic Performance, LSE.
- Anna Mikusheva & Mikkel S{o}lvsten, 2023. "Linear Regression with Weak Exogeneity," Papers 2308.08958, arXiv.org, revised Jan 2024.
- Jarociński, Marek & Marcet, Albert, 2019.
"Priors about observables in vector autoregressions,"
Journal of Econometrics, Elsevier, vol. 209(2), pages 238-255.
- Marek Jarocinski & Albert Marcet, 2013. "Priors about Observables in Vector Autoregressions," UFAE and IAE Working Papers 929.13, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Marek Jarocinski & Albert Marcet, 2015. "Priors about Observables in Vector Autoregressions," Working Papers 684, Barcelona School of Economics.
- Tom Engsted & Thomas Q. Pedersen, 2014.
"Bias-Correction in Vector Autoregressive Models: A Simulation Study,"
Econometrics, MDPI, vol. 2(1), pages 1-27, March.
- Tom Engsted & Thomas Q. Pedersen, 2011. "Bias-correction in vector autoregressive models: A simulation study," CREATES Research Papers 2011-18, Department of Economics and Business Economics, Aarhus University.
- MacKinnon, James G. & Smith Jr., Anthony A., 1998.
"Approximate bias correction in econometrics,"
Journal of Econometrics, Elsevier, vol. 85(2), pages 205-230, August.
- James G. MacKinnon & Anthony A. Smith, Jr., "undated". "Approximate Bias Correction in Econometrics," GSIA Working Papers 1997-36, Carnegie Mellon University, Tepper School of Business.
- Mackinnon, J.G. & Smith, A.A., 1996. "Approximate Bias Correction in Econometrics," G.R.E.Q.A.M. 96a14, Universite Aix-Marseille III.
- James G. MacKinnon & P. Smith, 1995. "Approximate Bias Correction In Econometrics," Working Paper 919, Economics Department, Queen's University.
- Phillips, P C B, 1991.
"To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(4), pages 333-364, Oct.-Dec..
- Peter C.B. Phillips, 1990. "To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends," Cowles Foundation Discussion Papers 950, Cowles Foundation for Research in Economics, Yale University.
- Reinsel, Gregory C. & Cheang, Wai-Kwong, 2003. "Approximate ML and REML estimation for regression models with spatial or time series AR(1) noise," Statistics & Probability Letters, Elsevier, vol. 62(2), pages 123-135, April.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
- Jaume Arnau & Roser Bono, 2001. "Autocorrelation and Bias in Short Time Series: An Alternative Estimator," Quality & Quantity: International Journal of Methodology, Springer, vol. 35(4), pages 365-387, November.
- Patterson, K. D., 2000. "Bias reduction in autoregressive models," Economics Letters, Elsevier, vol. 68(2), pages 135-141, August.
- Andrews, Donald W K, 1993. "Exactly Median-Unbiased Estimation of First Order Autoregressive/Unit Root Models," Econometrica, Econometric Society, vol. 61(1), pages 139-165, January.
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