Abstract: The interpoint distance distribution (IDD) is the distribution of the random variable defined as the distance, or dissimilarity, between two i.i.d. random variables. Estimation and testing procedures are available, based on samples of i.i.d. observations for the one-sample and the two-sample problem. The IDD allows for a reduction in dimensionality and can be used to perform shape classification. It is also related to local quantities in spatial point processes.

Interpoint distance distribution

BONETTI, MARCO
2016

Abstract

Abstract: The interpoint distance distribution (IDD) is the distribution of the random variable defined as the distance, or dissimilarity, between two i.i.d. random variables. Estimation and testing procedures are available, based on samples of i.i.d. observations for the one-sample and the two-sample problem. The IDD allows for a reduction in dimensionality and can be used to perform shape classification. It is also related to local quantities in spatial point processes.
2016
9781118445112
Wiley StatsRef: Statistics Reference Online
Bonetti, Marco
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11565/3994426
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