Bootstrap prediction intervals for linear, nonlinear, and nonparametric autoregressions
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References listed on IDEAS
- Jesús Miguel & Pilar Olave, 1999. "Bootstrapping forecast intervals in ARCH models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 8(2), pages 345-364, December.
- Lorenzo Pascual & Juan Romo & Esther Ruiz, 2004.
"Bootstrap predictive inference for ARIMA processes,"
Journal of Time Series Analysis,
Wiley Blackwell, vol. 25(4), pages 449-465, July.
- Ruiz, Esther & Romo, Juan & Pascual, L., 1999. "Bootstrap Predictive Inference for Arima Processes," DES - Working Papers. Statistics and Econometrics. WS 6283, Universidad Carlos III de Madrid. Departamento de Estadística.
- Masarotto, Guido, 1990. "Bootstrap prediction intervals for autoregressions," International Journal of Forecasting, Elsevier, vol. 6(2), pages 229-239, July.
- Dimitris Politis, 2013. "Model-free model-fitting and predictive distributions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 22(2), pages 183-221, June.
- Pilar Olave Robio, 1999. "Forecast intervals in ARCH models: bootstrap versus parametric methods," Applied Economics Letters, Taylor & Francis Journals, vol. 6(5), pages 323-327.
- Dimitris Politis, 2013. "Rejoinder on: Model-free model-fitting and predictive distributions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 22(2), pages 240-250, June.
- Olive, David J., 2007. "Prediction intervals for regression models," Computational Statistics & Data Analysis, Elsevier, vol. 51(6), pages 3115-3122, March.
- Arup Bose & Kanchan Mukherjee, 2003. "Estimating The Arch Parameters By Solving Linear Equations," Journal of Time Series Analysis, Wiley Blackwell, vol. 24(2), pages 127-136, March.
- Weiss, Andrew A., 1986. "Asymptotic Theory for ARCH Models: Estimation and Testing," Econometric Theory, Cambridge University Press, vol. 2(01), pages 107-131, April.
- Grigoletto, Matteo, 1998. "Bootstrap prediction intervals for autoregressions: some alternatives," International Journal of Forecasting, Elsevier, vol. 14(4), pages 447-456, December.
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- Giuseppe Cavaliere & Dimitris N. Politis & Anders Rahbek & Michael Wolf & Dan Wunderli, 2015. "Recent developments in bootstrap methods for dependent data," Journal of Time Series Analysis, Wiley Blackwell, vol. 36(3), pages 352-376, May.
- Sílvia Gonçalves & Benoit Perron & Antoine Djogbenou, 2016. "Bootstrap prediction intervals for factor models," CIRANO Working Papers 2016s-19, CIRANO.
More about this item
KeywordsPhysical Sciences and Mathematics; Confidence intervals; forecasting; time series;
NEP fieldsThis paper has been announced in the following NEP Reports:
- NEP-ALL-2014-03-30 (All new papers)
- NEP-ECM-2014-03-30 (Econometrics)
- NEP-ETS-2014-03-30 (Econometric Time Series)
- NEP-FOR-2014-03-30 (Forecasting)
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