Paper Info
Title
Statistical analysis of complex and spatially dependent data: A review of Object Oriented Spatial Statistics.
Abstract
•A survey paper on recent advances in Object Oriented Spatial Statistics (O2S2).•The atom of the O2S2 analysis is a complex data point, spatially distributed.•Recent models and algorithms for O2S2 are illustrated and documented.•Focus on Kriging, Bagging Voronoi, spatial regression via differential penalization.•Available software for O2S2 is presented.
Year
DOI
Venue
2017
10.1016/j.ejor.2016.09.061
European Journal of Operational Research
Keywords
Field
DocType
Object oriented data analysis,Kriging for object data,Bagging Voronoi algorithm,Spatial regression models with differential regularization
Data science,Spatial analysis,Spatial dependence,Object-oriented programming,Computer science,Complex data type,Smoothing,Urban planning,Computer Science and Engineering,Statistical analysis
Journal
Volume
Issue
ISSN
258
2
0377-2217
Citations 
PageRank 
References 
5
0.58
14
Authors
2
Name
Order
Citations
PageRank
Alessandra Menafoglio1175.25
Piercesare Secchi27011.12