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2013 | 8 | 4 | 373-382
Article title

Observation Depth Measure in a Sample in the Voivodeship Classification of the Property Market

Title variants
Languages of publication
EN
Abstracts
EN
The problem of classification has long been an object of interest in many fields of knowledge. It allows homogeneous groups of objects to be obtained with respect to a given criterion. The selection of the appropriate distance measure, which is used in the clustering of multivariate objects, has an important effect on the obtained classification results. This paper uses observation depth measure in a sample ofvoivodeship classification, with respect to selected features concerning the property market in 2011. Voivodeships characterized by typical values for all analysed features were distinguished and those which could be considered outliers were so designated because of high or low values for the studied variables.
Year
Volume
8
Issue
4
Pages
373-382
Physical description
Dates
published
2013-12-31
Contributors
  • Department of Quantitative Methods, University of Warmia and Mazury in Olsztyn
References
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  • He X., Wang G. 1997. Convergence of Depth Contours for Multivariate Datasets. The Annals of Statistics, 25: 495-504.
  • Kobylińska M., Wagner W. 2010. Klasyfikacja obiektów wielocechowych z wykorzystaniem miary zanurzania obserwacji w próbie. Monografie i Opracowania 570. Oficyna Wydawnicza SGH in Warsaw.
  • Liu R.Y., Parelius J.M., Singh K. 1999. Multivariate Analysis by Data Depth: Descriptive Statistics, Graphics and Inference. The Annals of statistics, 27: 783-858.
  • Rousseeuw P.J., Ruts I. 1996. Bivariate Location Depth. Applied Statistics, 45: 516-526.
  • Rynek nieruchomości w Polsce w 2011 roku. No. 15. BRE Property Partner.
  • Tukey J. W. 1975. Exploratory Data Analysis. Reading, MA: Addison-Wesley.
  • Wasilewska E. 2009. Statystyka opisowa od podstaw. Podręcznik z zadaniami. Wydawnictwo SGGW, Warszawa.
Document Type
Publication order reference
Identifiers
YADDA identifier
bwmeta1.element.desklight-cf78bf0b-cb25-40af-9549-7a1e33769112
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