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Spatial data analysis in ecology and agriculture using R

Bibliographic Details
Main Author: Plant, Richard E.
Format: Electronic
Language:English
Published: Boca Raton, Fla. : CRC Press, 2012.
Subjects:
Agriculture > Statistical methods.
Spatial analysis (Statistics)
R (Computer program language)
Electronic books.
Online Access:Distributed by publisher. Purchase or institutional license may be required for access.
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020 # # |a 9781439819142 (e-book : PDF) 
040 # # |a FlBoTFG  |c FlBoTFG 
090 # # |a S566.55  |b .P53 2012 
092 # # |a 635.0727  |b P713 
100 1 # |a Plant, Richard E. 
245 1 0 |a Spatial data analysis in ecology and agriculture using R  |c Richard E. Plant.  |h [electronic resource] / 
260 # # |a Boca Raton, Fla. :  |b CRC Press,  |c 2012. 
300 # # |a xv, 631 p. :  |b ill., maps. 
504 # # |a Includes bibliographical references (p. 599-617) and index. 
505 0 # |a 1. Working with spatial data -- 2. R programming environment -- 3. Statistical properties of spatially autocorrelated data -- 4. Measures of spatial autocorrelation -- 5. Sampling and data collection -- 6. Preparing spatial data for analysis -- 7. Preliminary exploration of spatial data -- 8. Multivariate methods for spatial data exploration -- 9. Spatial data exploration via multiple regression -- 10. Variance estimation, the effective sample size, and the bootstrap -- 11. Measures of bivariate association between two spatial variables -- 12. Mixed model -- 13. Regression models for spatially autocorrelated data -- 14. Bayesian analysis of spatially autocorrelated data -- 15. Analysis of spatiotemporal data -- 16. Analysis of data from controlled experiments -- 17. Assembling conclusions. 
530 # # |a Also available in print edition. 
538 # # |a Mode of access: World Wide Web. 
650 # 0 |a Agriculture  |x Statistical methods. 
650 # 0 |a Spatial analysis (Statistics) 
650 # 0 |a R (Computer program language) 
655 # 7 |a Electronic books.  |2 lcsh 
776 1 # |z 9781439819135 (hardback : alk. paper) 
856 4 0 |q application/PDF  |u https://ezaccess.library.uitm.edu.my/login?url=http://marc.crcnetbase.com/isbn/9781439819142  |z Distributed by publisher. Purchase or institutional license may be required for access. 

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