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Bootstrap schemes for time series (in Russian)

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  • Peter Buhlmann

    (ETH Zurich, Switzerland)

Abstract

We review and compare block, sieve and local bootstraps for time series and thereby illuminate theoretical aspects of the procedures as well as their performance on finite-sample data. Our view is selective with the intention of providing a new and fair picture of some particular aspects of bootstrapping time series. The generality of the block bootstrap is contrasted with the sieve bootstrap. We discuss implementational advantages and disadvantages, and argue that the sieve often outperforms the block method. Local bootstraps, designed for nonparametric smoothing problems, are easy to use and implement but exhibit in some cases low performance.

Suggested Citation

  • Peter Buhlmann, 2007. "Bootstrap schemes for time series (in Russian)," Quantile, Quantile, issue 3, pages 37-56, September.
    • Handle: RePEc:qnt:quantl:y:2007:i:3:p:37-56
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    References listed on IDEAS

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    1. David G. Blanchflower & Andrew J. Oswald, 2019. "Unhappiness and Pain in Modern America: A Review Essay, and Further Evidence, on Carol Graham's Happiness for All?," Journal of Economic Literature, American Economic Association, vol. 57(2), pages 385-402, June.
    2. Blanchflower, David G. & Oswald, Andrew J., 2017. "Unhappiness and Pain in Modern America: A Review Essay, and Further Evidence, on Carol Graham's Happiness for All?," IZA Discussion Papers 11184, Institute of Labor Economics (IZA).
    3. Edwin Choi & Peter Hall, 2000. "Bootstrap confidence regions computed from autoregressions of arbitrary order," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(2), pages 461-477.
    4. Shi, Yingying & Guo, Shen & Sun, Puyang, 2017. "The role of infrastructure in China’s regional economic growth," Journal of Asian Economics, Elsevier, vol. 49(C), pages 26-41.
    5. Lahiri, Soumendra Nath, 1996. "On Edgeworth Expansion and Moving Block Bootstrap for StudentizedM-Estimators in Multiple Linear Regression Models," Journal of Multivariate Analysis, Elsevier, vol. 56(1), pages 42-59, January.
    6. Politis, D. N. & Romano, J. P., 1993. "Nonparametric Resampling for Homogeneous Strong Mixing Random Fields," Journal of Multivariate Analysis, Elsevier, vol. 47(2), pages 301-328, November.
    7. 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.
    8. Volkova N.N. & Romanyuk E.I., "undated". "Regional Innovation Scoreboard and specialization of regions of Russia," The articles from Russian magazines and from Collections of Institute of Economics; The Centre of innovation's Economics; Institute of Economics of RAS article_4, Socionet.
    9. P. M. Robinson, 1983. "Nonparametric Estimators For Time Series," Journal of Time Series Analysis, Wiley Blackwell, vol. 4(3), pages 185-207, May.
    10. Paparoditis, Efstathios & Politis, Dimitris N, 2001. "Unit Root Testing via the Continuous-Path Block Bootstrap," University of California at San Diego, Economics Working Paper Series qt9qb4r775, Department of Economics, UC San Diego.
    11. Efstathios Paparoditis & Dimitris Politis, 2000. "The Local Bootstrap for Kernel Estimators under General Dependence Conditions," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 52(1), pages 139-159, March.
    12. Rocine Carvalho & Alessandra Magrini, 2006. "Conflicts over Water Resource Management in Brazil: A Case Study of Inter-Basin Transfers," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 20(2), pages 193-213, April.
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