Point pattern analysis on a region of a sphere

Thomas Lawrence; Adrian Baddeley; Robin K. Milne; Gopalan Nair

doi:10.1002/sta4.108

journal article Jan 01, 2016

Point pattern analysis on a region of a sphere

Thomas Lawrence Adrian Baddeley

Robin K. Milne Gopalan Nair

Stat Vol. 5 No. 1 pp. 144-157 · Wiley

View at Publisher Save 10.1002/sta4.108

Abstract

We develop statistical methods for analysing a pattern of points on a region of the sphere, including intensity modelling and estimation, summary functions such as theKfunction, point process models, and model‐fitting techniques. The methods are demonstrated by analysing a dataset giving the sky positions of galaxies. Copyright © 2016 John Wiley & Sons, Ltd.

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Functional summary statistics for point processes on the sphere with an application to determinantal point processes

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Citations

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References

Details

Published: Jan 01, 2016
Vol/Issue: 5(1)
Pages: 144-157
License: View

Authors

T

Thomas Lawrence

School of Mathematics and Statistics (M019) University of Western Australia 35 Stirling Hwy Crawley 6009 WA Australia

A

Adrian Baddeley

Department of Mathematics and Statistics Curtin University GPO Box U1987 Perth 6845 WA Australia; Data 61 CSIRO Leeuwin Centre, 65 Brockway Rd, Floreat 6014 WA Australia

R

Robin K. Milne

School of Mathematics and Statistics (M019) University of Western Australia 35 Stirling Hwy Crawley 6009 WA Australia

G

Gopalan Nair

School of Mathematics and Statistics (M019) University of Western Australia 35 Stirling Hwy Crawley 6009 WA Australia; Data 61 CSIRO Leeuwin Centre, 65 Brockway Rd, Floreat 6014 WA Australia

Cite This Article

Thomas Lawrence, Adrian Baddeley, Robin K. Milne, et al. (2016). Point pattern analysis on a region of a sphere. Stat, 5(1), 144-157. https://doi.org/10.1002/sta4.108

Point pattern analysis on a region of a sphere

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