dc.contributor.author | Dudek, Anna E. | en |
dc.contributor.author | Leśkow, J. | en |
dc.contributor.author | Paparoditis Efstathios, E. | en |
dc.contributor.author | Politis, Dimitris Nicolas | en |
dc.creator | Dudek, Anna E. | en |
dc.creator | Leśkow, J. | en |
dc.creator | Paparoditis Efstathios, E. | en |
dc.creator | Politis, Dimitris Nicolas | en |
dc.date.accessioned | 2019-12-02T10:34:56Z | |
dc.date.available | 2019-12-02T10:34:56Z | |
dc.date.issued | 2014 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/56767 | |
dc.description.abstract | When time-series data contain a periodic/seasonal component, the usual block bootstrap procedures are not directly applicable. We propose a modification of the block bootstrap - the generalized seasonal block bootstrap (GSBB) - and show its asymptotic consistency without undue restrictions on the relative size of the period and block size. Notably, it is exactly such restrictions that limit the applicability of other proposals of block bootstrap methods for time series with periodicities. The finite-sample performance of the GSBB is also illustrated by means of a small simulation experiment. © 2013 Wiley Publishing Ltd. | en |
dc.source | Journal of Time Series Analysis | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893728023&doi=10.1002%2fjtsa.12053&partnerID=40&md5=e52eb051b9550ea3adaf4302e96f72be | |
dc.subject | Resampling | en |
dc.subject | Periodic time series | en |
dc.subject | Seasonality | en |
dc.title | A generalized block bootstrap for seasonal time series | en |
dc.type | info:eu-repo/semantics/article | |
dc.identifier.doi | 10.1002/jtsa.12053 | |
dc.description.volume | 35 | |
dc.description.issue | 2 | |
dc.description.startingpage | 89 | |
dc.description.endingpage | 114 | |
dc.author.faculty | Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Μαθηματικών και Στατιστικής / Department of Mathematics and Statistics | |
dc.type.uhtype | Article | en |
dc.source.abbreviation | J.Time Ser.Anal. | en |
dc.contributor.orcid | Paparoditis Efstathios, E. [0000-0003-1958-781X] | |
dc.gnosis.orcid | 0000-0003-1958-781X | |