A strategy for optimal bandwidth selection in Local Whittle estimation
Author
Abstract
Suggested Citation
DOI: 10.1016/j.ecosta.2016.10.003
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Gil-Alana, L. A. & Robinson, P. M., 1997. "Testing of unit root and other nonstationary hypotheses in macroeconomic time series," Journal of Econometrics, Elsevier, vol. 80(2), pages 241-268, October.
- Baillie, Richard T. & Kapetanios, George & Papailias, Fotis, 2014. "Bandwidth selection by cross-validation for forecasting long memory financial time series," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 129-143.
- Clifford M. Hurvich & Rohit S. Deo, 1999. "Plug‐in Selection of the Number of Frequencies in Regression Estimates of the Memory Parameter of a Long‐memory Time Series," Journal of Time Series Analysis, Wiley Blackwell, vol. 20(3), pages 331-341, May.
- Arteche, Josu, 2015. "Signal Extraction In Long Memory Stochastic Volatility," Econometric Theory, Cambridge University Press, vol. 31(6), pages 1382-1402, December.
- Efstathios Paparoditis & Dimitris N. Politis, 1999. "The Local Bootstrap for Periodogram Statistics," Journal of Time Series Analysis, Wiley Blackwell, vol. 20(2), pages 193-222, March.
- Hidalgo, J. & Yajima, Y., 2002. "Prediction And Signal Extraction Of Strongly Dependent Processes In The Frequency Domain," Econometric Theory, Cambridge University Press, vol. 18(3), pages 584-624, June.
- Josu Arteche & Jesus Orbe, 2009. "Bootstrap‐based bandwidth choice for log‐periodogram regression," Journal of Time Series Analysis, Wiley Blackwell, vol. 30(6), pages 591-617, November.
- Kim, Young Min & Nordman, Daniel J., 2013. "A frequency domain bootstrap for Whittle estimation under long-range dependence," Journal of Multivariate Analysis, Elsevier, vol. 115(C), pages 405-420.
- Donald W. K. Andrews & Yixiao Sun, 2004.
"Adaptive Local Polynomial Whittle Estimation of Long-range Dependence,"
Econometrica, Econometric Society, vol. 72(2), pages 569-614, March.
- ANDREWS, DONALD W & Sun, Yixiao X, 2002. "Adaptive Local Polynomial Whittle Estimation of Long-Range Dependence," University of California at San Diego, Economics Working Paper Series qt9wt048tt, Department of Economics, UC San Diego.
- Donald W.K. Andrews & Yixiao Sun, 2002. "Adaptive Local Polynomial Whittle Estimation of Long-range Dependence," Cowles Foundation Discussion Papers 1384, Cowles Foundation for Research in Economics, Yale University.
- Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
- Silva, E.M. & Franco, G.C. & Reisen, V.A. & Cruz, F.R.B., 2006. "Local bootstrap approaches for fractional differential parameter estimation in ARFIMA models," Computational Statistics & Data Analysis, Elsevier, vol. 51(2), pages 1002-1011, November.
- Marc Henry, 2001. "Robust Automatic Bandwidth for Long Memory," Journal of Time Series Analysis, Wiley Blackwell, vol. 22(3), pages 293-316, May.
- Shao, Xiaofeng & Wu, Wei Biao, 2007. "Local Whittle Estimation Of Fractional Integration For Nonlinear Processes," Econometric Theory, Cambridge University Press, vol. 23(5), pages 899-929, October.
- Arteche, Josu & Orbe, Jesus, 2016. "A bootstrap approximation for the distribution of the Local Whittle estimator," Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 645-660.
- Giraitis, L. & Robinson, P.M., 2003. "Edgeworth expansions for semiparametric Whittle estimation of long memory," LSE Research Online Documents on Economics 291, London School of Economics and Political Science, LSE Library.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- del Barrio Castro, Tomás & Rachinger, Heiko, 2021.
"Aggregation of Seasonal Long-Memory Processes,"
Econometrics and Statistics, Elsevier, vol. 17(C), pages 95-106.
- del Barrio Castro, Tomás & Rachinger, Heiko, 2020. "Aggregation of Seasonal Long-Memory Processes," MPRA Paper 102890, University Library of Munich, Germany.
- Voges, Michelle & Sibbertsen, Philipp, 2021. "Cyclical fractional cointegration," Econometrics and Statistics, Elsevier, vol. 19(C), pages 114-129.
- Arteche, Josu, 2024. "Bootstrapping long memory time series: Application in low frequency estimators," Econometrics and Statistics, Elsevier, vol. 29(C), pages 1-15.
- Karahan, Cenk C. & Odabaşı, Attila & Tiryaki, C. Sani, 2024. "Wired together: Integration and efficiency in European electricity markets," Energy Economics, Elsevier, vol. 133(C).
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.- Arteche, Josu & Orbe, Jesus, 2016. "A bootstrap approximation for the distribution of the Local Whittle estimator," Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 645-660.
- Arteche, Josu, 2024. "Bootstrapping long memory time series: Application in low frequency estimators," Econometrics and Statistics, Elsevier, vol. 29(C), pages 1-15.
- Arteche, Josu & Orbe, Jesus, 2009. "Using the bootstrap for finite sample confidence intervals of the log periodogram regression," Computational Statistics & Data Analysis, Elsevier, vol. 53(6), pages 1940-1953, April.
- repec:ehu:biltok:48980 is not listed on IDEAS
- Uwe Hassler & Marc-Oliver Pohle, 2019. "Forecasting under Long Memory and Nonstationarity," Papers 1910.08202, arXiv.org.
- repec:ehu:biltok:5585 is not listed on IDEAS
- Guglielmo Caporale & Luis Gil-Alana, 2014.
"Fractional integration and cointegration in US financial time series data,"
Empirical Economics, Springer, vol. 47(4), pages 1389-1410, December.
- Guglielmo Maria Caporale & Luis A. Gil-Alana, 2011. "Fractional Integration and Cointegration in US Financial Time Series Data," CESifo Working Paper Series 3416, CESifo.
- Luis A. Gil-Alana & Guglielmo Maria Caporale, 2012. "Fractional Integration and Cointegration in US Financial Time Series Data," Faculty Working Papers 12/12, School of Economics and Business Administration, University of Navarra.
- Guglielmo Maria Caporale & Luis A. Gil-Alana, 2011. "Fractional Integration and Cointegration in US Financial Time Series Data," Discussion Papers of DIW Berlin 1116, DIW Berlin, German Institute for Economic Research.
- Josu Arteche & Jesus Orbe, 2009. "Bootstrap‐based bandwidth choice for log‐periodogram regression," Journal of Time Series Analysis, Wiley Blackwell, vol. 30(6), pages 591-617, November.
- Javier Hualde & Morten {O}rregaard Nielsen, 2022.
"Fractional integration and cointegration,"
Papers
2211.10235, arXiv.org.
- Javier Haulde & Morten Ørregaard Nielsen, 2022. "Fractional integration and cointegration," CREATES Research Papers 2022-02, Department of Economics and Business Economics, Aarhus University.
- Morten Ørregaard Nielsen & Per Houmann Frederiksen, 2005.
"Finite Sample Comparison of Parametric, Semiparametric, and Wavelet Estimators of Fractional Integration,"
Econometric Reviews, Taylor & Francis Journals, vol. 24(4), pages 405-443.
- Morten Ø. Nielsen & Per Houmann Frederiksen, 2005. "Finite Sample Comparison Of Parametric, Semiparametric, And Wavelet Estimators Of Fractional Integration," Working Paper 1189, Economics Department, Queen's University.
- Baillie, Richard T. & Kongcharoen, Chaleampong & Kapetanios, George, 2012. "Prediction from ARFIMA models: Comparisons between MLE and semiparametric estimation procedures," International Journal of Forecasting, Elsevier, vol. 28(1), pages 46-53.
- La Vecchia, Davide & Ronchetti, Elvezio, 2019. "Saddlepoint approximations for short and long memory time series: A frequency domain approach," Journal of Econometrics, Elsevier, vol. 213(2), pages 578-592.
- Michelacci, Claudio & Zaffaroni, Paolo, 2000.
"(Fractional) beta convergence,"
Journal of Monetary Economics, Elsevier, vol. 45(1), pages 129-153, February.
- Claudio Michelacci & Paolo Zaffaroni, 1998. "(Fractional) Beta Convergence," Working Papers wp1998_9803, CEMFI.
- Michelacci, C. & Zaffaroni, P., 2000. "(Fractional) Beta Convergence," Papers 383, Banca Italia - Servizio di Studi.
- Michelacci, C. & Zaffaroni, P., 1998. "(Fractional) Beta Convergence," Papers 9803, Centro de Estudios Monetarios Y Financieros-.
- Claudio Michelacci & Paolo Zaffaroni, 2000. "(Fractional) Beta Convergence," Temi di discussione (Economic working papers) 383, Bank of Italy, Economic Research and International Relations Area.
- Luis A. Gil-Alana & Antonio Moreno & Seonghoon Cho, 2012.
"The Deaton paradox in a long memory context with structural breaks,"
Applied Economics, Taylor & Francis Journals, vol. 44(25), pages 3309-3322, September.
- Luis A. Gil-Alana & Antonio Moreno & Seonghoon Cho, 2009. "The Deaton paradox in a long memory context with structural breaks," Faculty Working Papers 03/09, School of Economics and Business Administration, University of Navarra.
- Luis Alberiko Gil-Alana & Antonio Moreno & Seonghoon Cho, 2011. "The Deaton paradox in a long memory context with structural breaks," Post-Print hal-00711450, HAL.
- Alejandro Diaz-Bautista, 2004. "Tijuana's Dynamic Unemployment and Output Growth," Labor and Demography 0401001, University Library of Munich, Germany.
- Luis Alberiko Gil-Alana & Zeynel Abidin Ozdemir & Aysit Tansel, 2019.
"Long Memory in Turkish Unemployment Rates,"
Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(1), pages 201-217, January.
- Luis A. Gil-Alana & Zeynel Abidin Ozdemir & Aysit Tansel, 2017. "Long Memory in Turkish Unemployment Rates," Koç University-TUSIAD Economic Research Forum Working Papers 1715, Koc University-TUSIAD Economic Research Forum.
- Luis A. Gil-Alana & Zeynel Abidin Ozdemir & Aysit Tansel, 2017. "Long Memory in Turkish Unemployment Rates," ERC Working Papers 1709, ERC - Economic Research Center, Middle East Technical University, revised Sep 2017.
- Gil-Alana, Luis A. & Ozdemir, Zeynel Abidin & Tansel, Aysit, 2017. "Long Memory in Turkish Unemployment Rates," IZA Discussion Papers 11053, Institute of Labor Economics (IZA).
- Gil-Alana, Luis A. & Ozdemir, Zeynel Abidin & Tansel, Aysit, 2017. "Long memory in Turkish Unemployment Rates," GLO Discussion Paper Series 123, Global Labor Organization (GLO).
- Gil-Alana, Luis A. & Ozdemir, Zeynel Abidin & Tansel, Aysit, 2017. "Long memory in Turkish Unemployment Rates," MPRA Paper 81571, University Library of Munich, Germany.
- Abadir, Karim M. & Caggiano, Giovanni & Talmain, Gabriel, 2013.
"Nelson–Plosser revisited: The ACF approach,"
Journal of Econometrics, Elsevier, vol. 175(1), pages 22-34.
- Karim Abadir & Giovanni Caggiano & Gabriel Talmain, 2005. "Nelson-Plosser Revisited: the ACF Approach," Working Papers 2005_7, Business School - Economics, University of Glasgow.
- Karim M. Abadir & Gabriel Talmain & Giovanni Caggiano, 2008. "Nelson-Plosser revisited: the ACF approach," Working Paper series 18_08, Rimini Centre for Economic Analysis.
- Guglielmo Maria Caporale & Luis A. Gil‐Alana, 2004.
"Fractional cointegration and real exchange rates,"
Review of Financial Economics, John Wiley & Sons, vol. 13(4), pages 327-340.
- Caporale, Guglielmo Maria & Gil-Alana, Luis A., 2004. "Fractional cointegration and real exchange rates," Review of Financial Economics, Elsevier, vol. 13(4), pages 327-340.
- Caporale, Guglielmo Maria & Gil-Alaña, Luis A., 2000. "Fractional cointegration and real exchange rates," SFB 373 Discussion Papers 2000,69, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- Guglielmo Caporale & Luis Gil-Alana, 2013.
"Long memory in US real output per capita,"
Empirical Economics, Springer, vol. 44(2), pages 591-611, April.
- Guglielmo Maria Caporale & Luis A. Gil-Alana, 2009. "Long Memory in US Real Output per Capita," CESifo Working Paper Series 2671, CESifo.
- Guglielmo Maria Caporale & Luis A. Gil-Alana, 2009. "Long Memory in US Real Output per Capita," Discussion Papers of DIW Berlin 891, DIW Berlin, German Institute for Economic Research.
- Christophe Andr頍 & Luis A. Gil-Alana & Rangan Gupta, 2014.
"Testing for persistence in housing price-to-income and price-to-rent ratios in 16 OECD countries,"
Applied Economics, Taylor & Francis Journals, vol. 46(18), pages 2127-2138, June.
- Christophe Andre & Luis A. Gil-Alana & Rangan Gupta, 2013. "Testing for Persistence in Housing Price-to-Income and Price-to-Rent Ratios in 16 OECD Countries," Working Papers 201321, University of Pretoria, Department of Economics.
- Claudio Michelacci, 1999. "Cross-Sectional Heterogeneity and the Persistence of Aggregate Fluctuations," Working Papers wp1999_9906, CEMFI.
- Stelios Arvanitis & Antonis Demos, 2015.
"A class of indirect inference estimators: higher‐order asymptotics and approximate bias correction,"
Econometrics Journal, Royal Economic Society, vol. 18(2), pages 200-241, June.
- Stelios Arvanitis & Antonis Demos, 2014. "A Class of Indirect Inference Estimators: Higher Order Asymptotics and Approximate Bias Correction (Revised)," DEOS Working Papers 1411, Athens University of Economics and Business, revised 23 Sep 2014.
More about this item
Keywords
Long memory; Local Whittle estimation; Bootstrap; Bandwidth selection;All these keywords.
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:eee:ecosta:v:4:y:2017:i:c:p:3-17. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/econometrics-and-statistics .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.