dc.contributor.author | Besbeas, P. | en |
dc.contributor.author | De Feis, I. | en |
dc.contributor.author | Sapatinas, Theofanis | en |
dc.creator | Besbeas, P. | en |
dc.creator | De Feis, I. | en |
dc.creator | Sapatinas, Theofanis | en |
dc.date.accessioned | 2019-12-02T10:33:59Z | |
dc.date.available | 2019-12-02T10:33:59Z | |
dc.date.issued | 2004 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/56522 | |
dc.description.abstract | Using computer simulations, the finite sample performance of a number of classical and Bayesian wavelet shrinkage estimators for Poisson counts is examined. For the purpose of comparison, a variety of intensity functions, background intensity levels, sample sizes, primary resolution levels, wavelet filters and performance criteria are employed. A demonstration is given of the use of some of the estimators to analyse a data set arising in high-energy astrophysics. Following the philosophy of reproducible research, the MATLAB programs and real-life data example used in this study are made freely available. | en |
dc.source | International Statistical Review | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-3142756370&partnerID=40&md5=c65a340be409edc933da084c66d536d3 | |
dc.subject | Nonparametric regression | en |
dc.subject | Wavelets | en |
dc.subject | Poisson processes | en |
dc.subject | Monte Carlo experiments | en |
dc.subject | Bayesian inference | en |
dc.subject | Gamma-ray bursts | en |
dc.subject | Multiscale analysis | en |
dc.title | A comparative simulation study of wavelet shrinkage estimators for Poisson counts | en |
dc.type | info:eu-repo/semantics/article | |
dc.description.volume | 72 | |
dc.description.issue | 2 | |
dc.description.startingpage | 209 | |
dc.description.endingpage | 237 | |
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.description.notes | <p>Cited By :51</p> | en |
dc.source.abbreviation | Int.Stat.Rev. | en |
dc.contributor.orcid | Sapatinas, Theofanis [0000-0002-6126-4654] | |
dc.gnosis.orcid | 0000-0002-6126-4654 | |