dc.contributor.author | Antoniadis, Anestis | en |
dc.contributor.author | Sapatinas, Theofanis | en |
dc.creator | Antoniadis, Anestis | en |
dc.creator | Sapatinas, Theofanis | en |
dc.date.accessioned | 2019-12-02T10:33:36Z | |
dc.date.available | 2019-12-02T10:33:36Z | |
dc.date.issued | 2001 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/56428 | |
dc.description.abstract | We propose a wavelet shrinkage methodology for univariate natural exponential families with quadratic variance functions, covering the Gaussian, Poisson, gamma, binomial, negative binomial and generalised hyperbolic secant distributions. Simulation studies for Poisson and binomial data are used to illustrate the usefulness of the proposed methodology, and comparisons are made with other methods available in the literature. We also present applications to datasets arising from high-energy astrophysics and from epidemiology. ©2001 Biomctrika Trust. | en |
dc.source | Biometrika | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-3042674778&partnerID=40&md5=70cbcb7f6bdd8b330c6864d42b165cf2 | |
dc.subject | Nonparametric regression | en |
dc.subject | Smoothing | en |
dc.subject | Wavelet shrinkage estimation | en |
dc.subject | Crossvalidation mean squared error | en |
dc.subject | Diagonal shrinkage estimation | en |
dc.subject | Modulation estimator | en |
dc.subject | Natural exponential family | en |
dc.title | Wavelet shrinkage for natural exponential families with quadratic variance functions | en |
dc.type | info:eu-repo/semantics/article | |
dc.description.volume | 88 | |
dc.description.issue | 3 | |
dc.description.startingpage | 805 | |
dc.description.endingpage | 820 | |
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 :32</p> | en |
dc.source.abbreviation | Biometrika | en |
dc.contributor.orcid | Sapatinas, Theofanis [0000-0002-6126-4654] | |
dc.gnosis.orcid | 0000-0002-6126-4654 | |