CompRandFld (1.0.3-6)

0 users

Composite-Likelihood Based Analysis of Random Fields.

http://faculty.unibocconi.it/simonepadoan
http://cran.r-project.org/web/packages/CompRandFld

A set of procedures for the analysis of Random Fields using likelihood and non-standard likelihood methods is provided. Spatial analysis often involves dealing with large dataset. Therefore even simple studies may be too computationally demanding. Composite likelihood inference is emerging as a useful tool for mitigating such computational problems. This methodology shows satisfactory results when compared with other techniques such as the tapering method. Moreover, composite likelihood (and related quantities) have some useful properties similar to those of the standard likelihood. Adapts the methodologies derived in Padoan and Bevilacqua (2015) , Padoan et al. (2010) , Davison et al. (2012) , Bevilacqua et al. (2012) . It also refers to the works of Bevilacqua et al. (2010) , Bevilacqua and Gaetan (2013) , Cooley et al. (2006) , Cressie (1993) , Gaetan and Guyon (2010) , Gneiting (2002) , Gneiting et al. (2007) , Heagerty and Zeger (1998) , Harville (1977) , Kaufman et al. (2008) , Shaby and Ruppert (2012) , Varin and Vidoni (2005) , Patrick et al. , de Haan and Pereira (2006) , Kabluchko (2010) , Kabluchko et al. (2009) , Schlather (2002) , Carlstein (1986) , Heagerty and Lumley (2000) , Lee and Lahiri (2002) , Li et al. (2007) , de Haan and Ferreira (2006) Smith (1987) , Chandler and Bate (2007) , Rotnitzky and Jewell (1990) .

Maintainer: Simone Padoan
Author(s): Simone Padoan [cre, aut], Boris Beranger [aut], Moreno Bevilacqua [aut], Alan Genz [ctb] (Author of included MVNDST fragment)

License: GPL (>= 2)

Uses: fields, mapproj, maps, RandomFields, scatterplot3d, spam

Released 15 days ago.


17 previous versions

Ratings

Overall:

  (0 votes)

Documentation:

  (0 votes)

Log in to vote.

Reviews

No one has written a review of CompRandFld yet. Want to be the first? Write one now.


Related packages: DCluster, FieldSim, PBSmapping, PBSmodelling, RArcInfo, RColorBrewer, RNetCDF, RPyGeo, RandomFields, ade4, ads, akima, ash, aspace, classInt, deldir, ecespa, fields, geoR, geoRglm(20 best matches, based on common tags.)


Search for CompRandFld on google, google scholar, r-help, r-devel.

Visit CompRandFld on R Graphical Manual.