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spatstat

swMATH ID: 4429
Software Authors: Adrian Baddeley, Rolf Turner, Ege Rubak; et al
Description: spatstat: Spatial Point Pattern analysis, model-fitting, simulation, tests , A package for analysing spatial data, mainly Spatial Point Patterns, including multitype/marked points and spatial covariates, in any two-dimensional spatial region. Also supports three-dimensional point patterns, and space-time point patterns in any number of dimensions. Contains over 1000 functions for plotting spatial data, exploratory data analysis, model-fitting, simulation, spatial sampling, model diagnostics, and formal inference. Data types include point patterns, line segment patterns, spatial windows, pixel images and tessellations. Exploratory methods include K-functions, nearest neighbour distance and empty space statistics, Fry plots, pair correlation function, kernel smoothed intensity, relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence diagnostics etc. Point process models can be fitted to point pattern data using functions ppm, kppm, slrm similar to glm. Models may include dependence on covariates, interpoint interaction, cluster formation and dependence on marks. Fitted models can be simulated automatically. Also provides facilities for formal inference (such as chi-squared tests) and model diagnostics (including simulation envelopes, residuals, residual plots and Q-Q plots).
Homepage: http://cran.r-project.org/web/packages/spatstat/
Dependencies: R (≥ 2.14.0), stats, graphics, utils, mgcv, deldir (≥0.0-10)
Related Software: R; spatial; pyuvdata; Splancs; lgcp; RandomFields; R-Geo; PtProcess; CRAN; Matrix; WinBUGS; spBayes; gstat; INLA; CODA; SANET; KernSmooth; ads; S-PLUS; geoR
Referenced in: 114 Publications

Standard Articles

2 Publications describing the Software Year


all top 5

Referenced by 184 Authors

18 Baddeley, Adrian John
8 Moller, Jesper
7 Turner, Rolf
6 Nair, Gopalan M.
5 Ceyhan, Elvan
5 Coeurjolly, Jean-François
4 Dvořák, Jiři
4 Loh, Ji Meng
4 Prokešová, Michaela
4 Rubak, Ege
4 Waagepetersen, Rasmus Plenge
3 Cronie, Ottmar
3 Davies, Tilman M.
3 Guan, Yongtao
3 Illian, Janine B.
3 Mateu, Jorge
3 Schuhmacher, Dominic
3 van Lieshout, Marie-Colette N. M.
3 Warton, David I.
2 Bar-Hen, Avner
2 Biscio, Christophe Ange Napoléon
2 Bivand, Roger S.
2 Chadœuf, Joël
2 Gómez-Rubio, Virgilio
2 Hardegen, Andrew
2 Hazelton, Martin L.
2 Jalilian, Abdollah H.
2 Lautensack Redenbach, Claudia
2 Lavancier, Frédéric
2 Lledó, Josep
2 Milne, Robin K.
2 Monestiez, Pascal
2 Pavia, Jose Manuel
2 Pebesma, Edzer J.
2 Shepherd, Leah C.
2 Turner, Katharine
2 Vedel Jensen, Eva Bjørn
2 Ver Hoef, Jay M.
2 Yue, Yu Ryan
1 Aksakalli, Vural
1 Anderssen, Robert Scott
1 Ang, Qi Wei
1 Arai, Kensuke
1 Auger-Méthé, Marie
1 Badiane, Mourtadha
1 Baldin, Nikolay
1 Bartoń, Kamil A.
1 Bellier, Edwige
1 Benigni, Matthew
1 Berrendero, Jose Ramon
1 Berthelsen, Kasper K.
1 Bocci, Chiara
1 Bonneu, Florent
1 Borgoni, Riccardo
1 Borkowski, John Joseph
1 Bretagnolle, Vincent
1 Burslem, David F. R. P.
1 Caccetta, Peter
1 Cerioli, Andrea
1 Certain, G.
1 Chang, Ya-Mei
1 Chen, Jiaxun
1 Chenavier, Nicolas
1 Chernyavsky, Igor L.
1 Choiruddin, Achmad
1 Cimrman, Robert
1 Couteron, Pierre
1 Coville, Jerome
1 Cuevas, Antonio
1 de Bartolo, Daniela
1 de Hoog, Frank Robert
1 Dereudre, David
1 Dessard, H.
1 Díaz-Avalos, Carlos
1 Dryden, Ian L.
1 Ebner, Bruno
1 Eden, Uri T.
1 Fayard, Julien
1 Fisher, Nicholas I.
1 Flagg, Kenneth A.
1 Focardi, Stefano
1 Fuentes-Santos, Isabel
1 Furrer, Reinhard
1 Gallego, María Ángeles
1 Gamerman, Dani
1 Ghorbani, Mohammad
1 Golay, Jean
1 González-Manteiga, Wenceslao
1 Hahn, Ute Christine Friederike
1 Hingee, Kassel
1 Hirsch, Christian
1 Hoegh, Andrew
1 Hossain, Md. Monir
1 Hovestadt, Thomas
1 Ibáñez, María Victoria
1 Janáček, Jiří
1 Jansen, John K.
1 Jeffs, Celeste
1 Jensen, Oliver E.
1 Johnson, Devin S.
...and 84 more Authors
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Referenced in 51 Serials

13 Scandinavian Journal of Statistics
7 Computational Statistics and Data Analysis
7 The Annals of Applied Statistics
6 Electronic Journal of Statistics
4 Advances in Applied Probability
4 Annals of the Institute of Statistical Mathematics
4 Biometrics
4 Journal of Applied Statistics
4 Statistics and Computing
3 Journal of Statistical Computation and Simulation
3 Bernoulli
3 Journal of Agricultural, Biological, and Environmental Statistics
3 Journal of Theoretical Biology
2 Journal of the American Statistical Association
2 Kybernetika
2 Statistical Science
2 Methodology and Computing in Applied Probability
2 Journal of Computational and Graphical Statistics
2 Use R!
1 The Canadian Journal of Statistics
1 Journal of Fluid Mechanics
1 Mathematical Biosciences
1 Metrika
1 Physica A
1 Biometrika
1 Journal of Statistical Planning and Inference
1 Insurance Mathematics & Economics
1 Physica D
1 Journal of Integral Equations and Applications
1 Applications of Mathematics
1 Computational Statistics
1 Communications in Statistics. Simulation and Computation
1 Stochastic Processes and their Applications
1 Test
1 Journal of Computational Neuroscience
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Far East Journal of Theoretical Statistics
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1 Image Analysis & Stereology
1 Brazilian Journal of Probability and Statistics
1 Scandinavian Actuarial Journal
1 SORT. Statistics and Operations Research Transactions
1 Advances in Data Analysis and Classification. ADAC
1 AStA. Advances in Statistical Analysis
1 Statistics and Its Interface
1 Epidemiologic Methods
1 The Scientific World Journal. Probability and Statistics
1 Journal of Applied and Computational Topology
1 Chapman & Hall/CRC Interdisciplinary Statistics Series
1 SN Operations Research Forum

Referencing Publications by Year