dc.contributor.author | Lindqvist, Bo Henry | |
dc.contributor.author | Taraldsen, Gunnar | |
dc.date.accessioned | 2017-10-02T06:38:49Z | |
dc.date.available | 2017-10-02T06:38:49Z | |
dc.date.created | 2017-09-30T19:56:08Z | |
dc.date.issued | 2017 | |
dc.identifier.issn | 0378-3758 | |
dc.identifier.uri | http://hdl.handle.net/11250/2457591 | |
dc.description.abstract | The axiomatic foundation of probability theory presented by Kolmogorov has been the basis of modern theory for probability and statistics. In certain applications it is, however, necessary or convenient to allow improper (unbounded) distributions, which is often done without a theoretical foundation. The paper reviews a recent theory which includes improper distributions, and which is related to Renyi’s theory of conditional probability spaces. It is in particular demonstrated how the theory leads to simple explanations of apparent paradoxes known from the Bayesian literature. Several examples from statistical practice with improper distributions are discussed in light of the given theoretical results, which also include a recent theory of convergence of proper distributions to improper ones. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | Elsevier | nb_NO |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internasjonal | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/deed.no | * |
dc.title | On the proper treatment of improper distributions | nb_NO |
dc.type | Journal article | nb_NO |
dc.type | Peer reviewed | nb_NO |
dc.description.version | acceptedVersion | nb_NO |
dc.source.journal | Journal of Statistical Planning and Inference | nb_NO |
dc.identifier.doi | 10.1016/j.jspi.2017.09.008 | |
dc.identifier.cristin | 1500897 | |
dc.description.localcode | This is the authors' accepted and refereed manuscript to the article. Locked until 29 September 2019 due to copyright restrictions. | nb_NO |
cristin.unitcode | 194,63,15,0 | |
cristin.unitname | Institutt for matematiske fag | |
cristin.ispublished | true | |
cristin.fulltext | postprint | |
cristin.qualitycode | 1 | |