Arbeitspapier
Constructing a regular histogram : a comparison of methods
Even for a well-trained statistician the construction of a histogram for a given real-valued set is a sifficult problem. It is even more difficult to construct a fully automatic procedure which specifies the number and widths of the binss in a satisfactory manner for a wide range of data sets. In this paper we compare several histogram construction methods by means of a simulation study. The study includes plug-in methods, cross-validation, penalized maximum likehood and the taut string procedure. Their performance on different test beds is measured by the Hellinger distance and the ability to identify the modes of the underlying density.
- Sprache
-
Englisch
- Erschienen in
-
Series: Technical Report ; No. 2007,14
- Thema
-
regular histogramm
model selection
penalized likehood
taut-string
Deskriptive Statistik
Statistische Verteilung
Statistische Methode
Theorie
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Davies, P. Laurie
Gather, Ursula
Nordman, Daniel
Weinert, Henrike
- Ereignis
-
Veröffentlichung
- (wer)
-
Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen
- (wo)
-
Dortmund
- (wann)
-
2007
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:44 MEZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
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ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Davies, P. Laurie
- Gather, Ursula
- Nordman, Daniel
- Weinert, Henrike
- Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen
Entstanden
- 2007
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