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Book
Geostatistical functional data analysis
Authors: ---
ISBN: 9781119387848 Year: 2022 Publisher: Hoboken, NJ : Wiley,

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Abstract

"Spatial functional data (SFD) arises when we have functional data (curves or images) at each one of the several sites or areas of a region. Statistics for SFD is concerned with the application of methods for modeling this type of data. All the fields of spatial statistics (point patterns, areal data and geostatistics) have been adapted to the study of SFD. For example, in point patterns analysis, the functional mark correlation function is proposed as a counterpart of the mark correlation function; in areal data, analysis of a functional areal dataset consisting of population pyramids for 38 neighborhoods in Barcelona (Spain) has been proposed; and in geostatistical analysis diverse approaches for kriging of functional data have been given. In the last few years, some alternatives have been adapted for considering models for SFD, where the estimation of the spatial correlation is of interest. When a functional variable is measured in sites of a region, i.e. when there is a realisation of a functional random field (spatial functional stochastic process), it is important to test for significant spatial autocorrelation and study this correlation if present. Assessing whether SFD are or are not spatially correlated allows us to properly formulate a functional model. However, searching in the literature, it is clear that amongst the several categories of spatial functional methods, functional geostatistics has been much more developed considering both new methodological approaches and analysis of a wide range of case studies covering a wealth of varied fields of applications"--


Book
Intrasite spatial analysis of mobile and semi-sedentary peoples
Authors: ---
ISBN: 1647690455 9781647690458 9781647690441 Year: 2022 Publisher: Salt Lake City

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"In the 1980s and early 1990s, a number of studies were published on intrasite spatial analysis following a surge of ethnoarchaeological work from the previous decade. Many of these publications were edited volumes "that dealt with the arrangement of artifacts within individual archaeological horizons from a range of site types" and were focused on mobile peoples (huntergatherers). They are now at least thirty years old. This volume focuses on current studies and new offerings of intrasite spatial analysis. During the intervening years, different approaches to intrasite spatial analysis were developed based on "higher quality data, technological innovations, and a more sophisticated understanding of what processes govern spatial patterning in the archaeological record.""--

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