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Baddeley, Adrian, 1955-
Spatial point patterns : methodology and applications with R / Adrian Baddeley, Ege Rubak, Rolf Turner. -- Boca Raton ; London ; New York : CRC Press, Taylor & Francis Group, [2016]. -- ©2016. -- xvii, 810 stran : ilustrace, grafy ; 26 cm. -- (Chapman & Hall/CRC interdisciplinary statistics series). -- Anotace: "Spatial point patterns: methodology and applications with R" shows scientific researchers and applied statisticians from a wide range of fields how to analyze their spatial point pattern data. The first part of the book gives an introduction to R software, advice about collecting data, information about handling and manipulating data, and an accessible introduction to the basic concepts of point processes. The second part presents tools for exploratory data analysis, including non-parametric estimation of intensity, correlation, and spacing properties. The third part discusses model-fitting and statistical inference for point patterns. The final part describes point patterns with additional "structure," such as complicated marks, space-time observations, three- and higher-dimensional spaces, replicated observations, and point patterns constrained to a network of lines. -- ISBN : 978-1-4822-1020-0 (vázáno).
Rubak, Ege. Turner, Rolf
prostorová statistika. statistické metody. prostorová data. R (software). monografie
519.22-023.5. 519.23/.24. 004.6-023.5. 004.42R. (048.8)