{"name":"matern.cormat","title":"Matern Spatial Correlation","pagetitle":"Matern Spatial Correlation — matern.cormat","aliases":"matern.cormat","author":"\nGuido Masarotto and Cristiano Varin.\n","keywords":["regression","nonlinear"],"description":"

Sets a Matern spatial correlation matrix in Gaussian copula marginal regression models.

","usage":"matern.cormat(D, alpha = 0.5)","arguments":[{"name":"D","description":"

matrix with values of the distances between pairs of data locations.

"},{"name":"alpha","description":"

value of the shape parameter of the Matern correlation class. The default alpha = 0.5 corresponds to an exponential correlation model.

"}],"has_args":true,"sections":[],"value":"

An object of class cormat.gcmr representing a Matern correlation matrix.

","details":"

The Mat\\'ern correlation function is inherited from the geoR package (Diggle and Ribeiro, 2007).

","references":"

Diggle, P. and Ribeiro, P.J. (2007). Model-based Geostatistics. Springer.

Masarotto, G. and Varin, C. (2012). Gaussian copula marginal regression. Electronic Journal of Statistics 6, 1517--1549. http://projecteuclid.org/euclid.ejs/1346421603.

Masarotto, G. and Varin C. (2017). Gaussian Copula Regression in R. Journal of Statistical Software, 77(8), 1--26. 10.18637/jss.v077.i08.

","seealso":"

gcmr.

","package":{"package":"gcmr","version":"1.0.2"}}

Description

Usage

Arguments

Value

Details

References

See Also