Generic function for cross-validating models.

models

spatial

Provides functions for efficiently fitting linear models with spatially correlated errors by robust (Kuensch et al. (2011) <doi:10.3929/ethz-a-009900710>) and Gaussian (Harville (1977) <doi:10.1080/01621459.1977.10480998>) (Restricted) Maximum Likelihood and for computing robust and customary point and block external-drift Kriging predictions (Cressie (1993) <doi:10.1002/9781119115151>), along with utility functions for variogram modelling in ad hoc geostatistical analyses, model building, model evaluation by cross-validation, (conditional) simulation of Gaussian processes (Davies and Bryant (2013) <doi:10.18637/jss.v055.i09>), unbiased back-transformation of Kriging predictions of log-transformed data (Cressie (2006) <doi:10.1007/s11004-005-9022-8>).

Andreas Papritz

georob

Robust Geostatistical Analysis of Spatial Data

cv function

<dl>
 <dt>object</dt>
<dd>any model object.</dd>
 <dt>...</dt>
<dd>additional arguments as required by the methods.</dd></dl>

Arguments

Andreas Papritz <a href="/link/papritz%40retired.ethz.ch?package=georob&version=0.3-19" data-mini-rdoc="georob::papritz@retired.ethz.ch">papritz@retired.ethz.ch</a>.

Author

Generic Cross-validation — cv

<dl>


 <dt>object</dt>
<dd>any model object.</dd>


 <dt>...</dt>
<dd>additional arguments as required by the methods.</dd>

</dl>

Andreas Papritz <a href='mailto:papritz@retired.ethz.ch'>papritz@retired.ethz.ch</a>.

cv: Generic Cross-validation

Description

Usage

Value

Arguments

Author

See Also