np.geo

np.geo-class,

fitgeo-class

Defines a nonparametric geostatistical model 
(not intended to be used regularly; see <code>np.fitgeo</code>). 
Constructor function of the <code>np.geo</code> and <code>fitgeo</code> S3 <code><a href="/link/class?package=npsp&version=0.7-13" data-mini-rdoc="npsp::class">class</a></code>es.

Multidimensional nonparametric spatial (spatio-temporal) geostatistics.
S3 classes and methods for multidimensional: linear binning,
local polynomial kernel regression (spatial trend estimation), density and variogram estimation.
Nonparametric methods for simultaneous inference on both spatial trend
and variogram functions (for spatial processes).
Nonparametric residual kriging (spatial prediction).
For details on these methods see, for example, Fernandez-Casal and Francisco-Fernandez (2014)
<doi:10.1007/s00477-013-0817-8> or Castillo-Paez et al. (2019) <doi:10.1016/j.csda.2019.01.017>.

Ruben FernandezCasal

npsp

Nonparametric Spatial Statistics

Ruben Fernandez-Casal

np.geo function

<dl><dt>lp</dt>
<dd>local polynomial estimate of the trend function (object of class 
<code>locpol.bin</code>).</dd>
<dt>svm</dt>
<dd>(fitted) variogram model (object of class 
<code>fitsvar</code> or <code>svarmod</code>).</dd>
<dt>svm0</dt>
<dd>(fitted) residual variogram model (object of class 
<code>fitsvar</code> or <code>svarmod</code>).</dd>
<dt>nbin</dt>
<dd>number of bins on each dimension.</dd></dl>

Arguments

Defines a nonparametric geostatistical model 
(not intended to be used regularly; see <code>np.fitgeo</code>). 
Constructor function of the <code>np.geo</code> and <code>fitgeo</code> S3 <code><a href='https://rdrr.io/r/base/class.html'>class</a></code>es.

Nonparametric geostatistical model (S3 class "np.geo") — np.geo

<dl>

<dt>lp</dt>
<dd>local polynomial estimate of the trend function (object of class 
<code>locpol.bin</code>).</dd>


<dt>svm</dt>
<dd>(fitted) variogram model (object of class 
<code>fitsvar</code> or <code>svarmod</code>).</dd>


<dt>svm0</dt>
<dd>(fitted) residual variogram model (object of class 
<code>fitsvar</code> or <code>svarmod</code>).</dd>


<dt>nbin</dt>
<dd>number of bins on each dimension.</dd>

</dl>

np.geo: Nonparametric geostatistical model (S3 class "np.geo")

Description

Usage

Value

Arguments

See Also