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First Order Autoregression: Inference, Estimation, and Prediction
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Cited by:
- Neil R. Ericsson & Jaime R. Marquez, 1990. "Evaluating the predictive performance of trade-account models," International Finance Discussion Papers 377, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- Kim, Jae H., 2003. "Forecasting autoregressive time series with bias-corrected parameter estimators," International Journal of Forecasting, Elsevier, vol. 19(3), pages 493-502.
- Dennis, Richard & Ravenna, Federico, 2008.
"Learning and optimal monetary policy,"
Journal of Economic Dynamics and Control, Elsevier, vol. 32(6), pages 1964-1994, June.
- Richard Dennis & Federico Ravenna, 2007. "Learning and optimal monetary policy," Working Paper Series 2007-19, Federal Reserve Bank of San Francisco.
- Donggyu Sul & Peter C. B. Phillips & Chi‐Young Choi, 2005.
"Prewhitening Bias in HAC Estimation,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(4), pages 517-546, August.
- Donggyu Sul & Peter C.B. Phillips & Choi, Chi-Young, 2003. "Prewhitening Bias in HAC Estimation," Cowles Foundation Discussion Papers 1436, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B. Phillips & Chi-Young Choi & Donggyu Sul, 2004. "Prewhitening Bias in HAC Estimation," Yale School of Management Working Papers ysm426, Yale School of Management.
- Sul, Donggyu & Phillips, Peter & Choi, Chi-Young, 2003. "Prewhitening Bias in HAC Estimation," Working Papers 141, Department of Economics, The University of Auckland.
- Giorgio Canarella & Rangan Gupta & Stephen M. Miller & Stephen K. Pollard, 2019.
"Unemployment rate hysteresis and the great recession: exploring the metropolitan evidence,"
Empirical Economics, Springer, vol. 56(1), pages 61-79, January.
- Giorgio Canarella & Stephen M. Miller & Stephen K. Pollard, 2013. "Unemployment Rate Hysteresis and the Great Recession: Exploring the Metropolitan Evidence," Working papers 2013-19, University of Connecticut, Department of Economics.
- Giorgio Canarella & Stephen M. Miller & Stephen K. Pollard, 2014. "Unemployment Rate Hysteresis and the Great Recession: Exploring the Metropolitan Evidence," Working Papers 1403, University of Nevada, Las Vegas , Department of Economics.
- Giorgio Canarella & Rangan Gupta & Stephen M. Miller & Stephen K. Pollard, 2017. "Unemployment Rate Hysteresis and the Great Recession: Exploring the Metropolitan Evidence," Working Papers 201740, University of Pretoria, Department of Economics.
- Phillips, Peter C.B. & Sul, Donggyu, 2007.
"Bias in dynamic panel estimation with fixed effects, incidental trends and cross section dependence,"
Journal of Econometrics, Elsevier, vol. 137(1), pages 162-188, March.
- Phillips, Peter & Sul, Donggyu, 2003. "Bias in Dynamic Panel Estimation with Fixed Effects, Incidental Trends and Cross Section Dependence," Working Papers 177, Department of Economics, The University of Auckland.
- Peter C.B. Phillips & Donggyu Sul, 2004. "Bias in Dynamic Panel Estimation with Fixed Effects, Incidental Trends and Cross Section Dependence," Yale School of Management Working Papers ysm428, Yale School of Management.
- Peter C.B. Phillips & Donggyu Sul, 2003. "Bias in Dynamic Panel Estimation with Fixed Effects, Incidental Trends and Cross Section Dependence," Cowles Foundation Discussion Papers 1438, Cowles Foundation for Research in Economics, Yale University, revised Jun 2004.
- K. D. Patterson, 2007. "Bias Reduction through First-order Mean Correction, Bootstrapping and Recursive Mean Adjustment," Journal of Applied Statistics, Taylor & Francis Journals, vol. 34(1), pages 23-45.
- 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.
- Donald W.K. Andrews & Hong-Yuan Chen, 1992. "Approximately Median-Unbiased Estimation of Autoregressive Models with Applications to U.S. Macroeconomic and Financial Time Series," Cowles Foundation Discussion Papers 1026, Cowles Foundation for Research in Economics, Yale University.
- Müller, Ulrich K. & Wang, Yulong, 2019. "Nearly weighted risk minimal unbiased estimation," Journal of Econometrics, Elsevier, vol. 209(1), pages 18-34.
- Gouriéroux, Christian & Phillips, Peter C.B. & Yu, Jun, 2010.
"Indirect inference for dynamic panel models,"
Journal of Econometrics, Elsevier, vol. 157(1), pages 68-77, July.
- Christian Gouriéroux & Peter C. B. Phillips & Jun Yu, 2006. "Indirect Inference for Dynamic Panel Models," Development Economics Working Papers 22421, East Asian Bureau of Economic Research.
- Christian Gourieroux & Peter C. B. Phillips & Jun Yu, 2006. "Indirect Inference for Dynamic Panel Models," Cowles Foundation Discussion Papers 1550, Cowles Foundation for Research in Economics, Yale University.
- Kiviet, Jan F. & Phillips, Garry D.A., 2014.
"Improved variance estimation of maximum likelihood estimators in stable first-order dynamic regression models,"
Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 424-448.
- Jan F. KIVIET & Garry D.A. PHILLIPS, 2012. "Improved Variance Estimation of Maximum Likelihood Estimators in Stable First-Order Dynamic Regression Models," Economic Growth Centre Working Paper Series 1206, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
- João Henrique Gonçalves Mazzeu & Esther Ruiz & Helena Veiga, 2018. "Uncertainty And Density Forecasts Of Arma Models: Comparison Of Asymptotic, Bayesian, And Bootstrap Procedures," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 388-419, April.
- Hashem Pesaran, M. & Yamagata, Takashi, 2008.
"Testing slope homogeneity in large panels,"
Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
- Pesaran, M.H. & Yamagata. T., 2005. "Testing Slope Homogeneity in Large Panels," Cambridge Working Papers in Economics 0513, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran & Takashi Yamagata, 2005. "Testing Slope Homogeneity in Large Panels," CESifo Working Paper Series 1438, CESifo.
- M. Hashem Pesaran & Takashi Yamagata, 2005. "Testing Slope Homogeneity in Large Panels," IEPR Working Papers 05.14, Institute of Economic Policy Research (IEPR).
- Pesaran, M. Hashem & Timmermann, Allan, 2005.
"Small sample properties of forecasts from autoregressive models under structural breaks,"
Journal of Econometrics, Elsevier, vol. 129(1-2), pages 183-217.
- Allan Timmermann & M. Hashem Pesaran, 2003. "Small Sample Properties of Forecasts from Autoregressive Models under Structural Breaks," CESifo Working Paper Series 990, CESifo.
- Pesaran, M. Hashem & Timmermann, Allan, 2004. "Small Sample Properties of Forecasts From Autoregressive Models Under Structural Breaks," CEPR Discussion Papers 4401, C.E.P.R. Discussion Papers.
- Pesaran, M.H. & Timmermann, A., 2003. "Small Sample Properties of Forecasts from Autoregressive Models under Structural Breaks," Cambridge Working Papers in Economics 0331, Faculty of Economics, University of Cambridge.
- Oliver D. Bunn & Robert J. Shiller, "undated".
"Changing Times, Changing Values: A Historical Analysis of Sectors within the US Stock Market 1872-2013,"
Cowles Foundation Discussion Papers
1950, Cowles Foundation for Research in Economics, Yale University.
- Oliver D. Bunn & Robert J. Shiller, 2014. "Changing Times, Changing Values: A Historical Analysis of Sectors within the US Stock Market 1872-2013," NBER Working Papers 20370, National Bureau of Economic Research, Inc.
- Donald W.K. Andrews, 1991. "Exactly Unbiased Estimation of First Order Autoregressive-Unit Root Models," Cowles Foundation Discussion Papers 975, Cowles Foundation for Research in Economics, Yale University.
- Erik Hjalmarsson & Tamas Kiss, 2022. "Long‐run predictability tests are even worse than you thought," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(7), pages 1334-1355, November.
- Kim, Jae & Choi, In, 2015. "Unit Roots in Economic and Financial Time Series: A Re-Evaluation based on Enlightened Judgement," MPRA Paper 68411, University Library of Munich, Germany.
- Kim, Jae H., 2004. "Bootstrap prediction intervals for autoregression using asymptotically mean-unbiased estimators," International Journal of Forecasting, Elsevier, vol. 20(1), pages 85-97.
- Nicolas Legrand & Christophe Gouel, 2022.
"The Role of Storage in Commodity Markets: Indirect Inference Based on Grains Data,"
Working Papers
hal-03809825, HAL.
- Christophe Gouel & Nicolas Legrand, 2022. "The Role of Storage in Commodity Markets: Indirect Inference Based on Grains Data," Working Papers 2022-04, CEPII research center.
- Marcet, Albert & Jarociński, Marek, 2010.
"Autoregressions in small samples, priors about observables and initial conditions,"
Working Paper Series
1263, European Central Bank.
- Marek Jarocinski & Albert Marcet, 2011. "Autoregressions in Small Samples, Priors about Observables and Initial Conditions," CEP Discussion Papers dp1061, Centre for Economic Performance, LSE.
- 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.
- Carlos A. Medel & Pablo M. Pincheira, 2016.
"The out-of-sample performance of an exact median-unbiased estimator for the near-unity AR(1) model,"
Applied Economics Letters, Taylor & Francis Journals, vol. 23(2), pages 126-131, February.
- Carlos Medel & Pablo Pincheira, 2015. "The Out-of-Sample Performance of An Exact Median-Unbiased Estimator for the Near-Unity Ar(1)Model," Working Papers Central Bank of Chile 768, Central Bank of Chile.
- Medel, Carlos & Pincheira, Pablo, 2015. "The Out-of-sample Performance of an Exact Median-Unbiased Estimator for the Near-Unity AR(1) Model," MPRA Paper 62552, University Library of Munich, Germany.
- Kiviet, Jan F. & Phillips, Garry D.A., 2012.
"Higher-order asymptotic expansions of the least-squares estimation bias in first-order dynamic regression models,"
Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3705-3729.
- Kiviet, J.F. & Phillips, G.D.A., 1999. "Higher-Order Asymptotic Expansions of the Least-Squares Estimation Bias in First-Order Dynamic Regression Models," Discussion Papers 9903, University of Exeter, Department of Economics.
- Glen Donaldson & Mark Kamstra & Lisa Kramer, 2003. "Stare down the barrel and center the crosshairs: Targeting the ex ante equity premium," FRB Atlanta Working Paper 2003-4, Federal Reserve Bank of Atlanta.
- Han, Chirok & Phillips, Peter C. B. & Sul, Donggyu, 2014.
"X-Differencing And Dynamic Panel Model Estimation,"
Econometric Theory, Cambridge University Press, vol. 30(1), pages 201-251, February.
- Chirok Han & Peter C.B. Phillips & Donggyu Sul, 2010. "X-Differencing and Dynamic Panel Model Estimation," Cowles Foundation Discussion Papers 1747, Cowles Foundation for Research in Economics, Yale University.
- Gareth Liu-Evans, 2021. "Improving the Estimation and Predictions of Small Time Series Models," Working Papers 202106, University of Liverpool, Department of Economics.
- Neil R. Ericsson, 2000. "Predictable uncertainty in economic forecasting," International Finance Discussion Papers 695, Board of Governors of the Federal Reserve System (U.S.).
- Hendry, David F., 1984. "Monte carlo experimentation in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 16, pages 937-976, Elsevier.
- Ray C. Fair, 1992. "Estimates of the Bias of Lagged Dependent Variable Coefficient Estimates in Macroeconomic Equations," Cowles Foundation Discussion Papers 1005, Cowles Foundation for Research in Economics, Yale University.
- Paul Cashin & C. John McDermott, 2006.
"Parity Reversion in Real Exchange Rates: Fast, Slow, or Not at All?,"
IMF Staff Papers, Palgrave Macmillan, vol. 53(1), pages 1-5.
- Mr. C. John McDermott & Mr. Paul Cashin, 2004. "Parity Reversion in Real Exchange Rates: Fast, Slow or Not At All?," IMF Working Papers 2004/128, International Monetary Fund.
- Hisashi Tanizaki & Shigeyuki Hamori & Yoichi Matsubayashi, 2006. "On least-squares bias in the AR(p) models: Bias correction using the bootstrap methods," Statistical Papers, Springer, vol. 47(1), pages 109-124, January.
- Patterson, K. D., 2000. "Bias reduction in autoregressive models," Economics Letters, Elsevier, vol. 68(2), pages 135-141, August.
- Liu-Evans Gareth D. & Phillips Garry D. A., 2012. "Bootstrap, Jackknife and COLS: Bias and Mean Squared Error in Estimation of Autoregressive Models," Journal of Time Series Econometrics, De Gruyter, vol. 4(2), pages 1-35, November.
- Ahmet Akca & Ethem Çanakoğlu, 2021. "Adaptive stochastic risk estimation of firm operating profit," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 48(3), pages 463-504, September.
- Tanizaki, Hisashi, 2000. "Bias correction of OLSE in the regression model with lagged dependent variables," Computational Statistics & Data Analysis, Elsevier, vol. 34(4), pages 495-511, October.
- Liu, Shen & Maharaj, Elizabeth Ann, 2013. "A hypothesis test using bias-adjusted AR estimators for classifying time series in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 60(C), pages 32-49.
- Hjalmarsson, Erik, 2018. "Maximal predictability under long-term mean reversion," Journal of Empirical Finance, Elsevier, vol. 45(C), pages 269-282.
- Phillips, Garry D.A. & Liu-Evans, Gareth, 2016. "Approximating and reducing bias in 2SLS estimation of dynamic simultaneous equation models," Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 734-762.
- Timothy J. Vogelsang & Jingjing Yang, 2016. "Exactly/Nearly Unbiased Estimation of Autocovariances of a Univariate Time Series With Unknown Mean," Journal of Time Series Analysis, Wiley Blackwell, vol. 37(6), pages 723-740, November.
- Veiga, Helena, 2015. "Model uncertainty and the forecast accuracy of ARMA models: A survey," DES - Working Papers. Statistics and Econometrics. WS ws1508, Universidad Carlos III de Madrid. Departamento de EstadÃstica.
- John Conlisk, 1974. "Optimal Response Surface Design in Monte Carlo Sampling Experiments," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 3, pages 463-473, National Bureau of Economic Research, Inc.
- Robert Jung & Gerd Ronning & A. Tremayne, 2005. "Estimation in conditional first order autoregression with discrete support," Statistical Papers, Springer, vol. 46(2), pages 195-224, April.