Function for native geographical detector model.

Analyzing spatial factors and exploring spatial associations based on the concept of spatial stratified heterogeneity, while also taking into account local spatial dependencies, spatial interpretability, complex spatial interactions, and robust spatial stratification. Additionally, it supports the spatial stratified heterogeneity family established in academic literature.

Wenbo Lv

gdverse

Analysis of Spatial Stratified Heterogeneity

Yangyang Lei

Fangmei Liu

Jianwu Yan

Yongze Song

Wufan Zhao

gd function

<dl><dt>formula</dt>
<dd>A formula of geographical detector model.</dd>
<dt>data</dt>
<dd>A <code>data.frame</code>, <code>tibble</code> or <code>sf</code> object of observation data.</dd>
<dt>type</dt>
<dd>(optional) The type of geographical detector, which must be one of <code>factor</code>(default),
<code>interaction</code>, <code>risk</code>, <code>ecological</code>. You can run one or more types at one time.</dd>
<dt>alpha</dt>
<dd>(optional) Specifies the size of the alpha (confidence level). Default is <code>0.95</code>.</dd></dl>

Arguments

Wenbo Lv <a href="/link/lyu.geosocial%40gmail.com?package=gdverse&version=1.3-1" data-mini-rdoc="gdverse::lyu.geosocial@gmail.com">lyu.geosocial@gmail.com</a>

Author

native geographical detector(GD) model — gd

<dl>

<dt>formula</dt>
<dd>A formula of geographical detector model.</dd>


<dt>data</dt>
<dd>A <code>data.frame</code>, <code>tibble</code> or <code>sf</code> object of observation data.</dd>


<dt>type</dt>
<dd>(optional) The type of geographical detector, which must be one of <code>factor</code>(default),
<code>interaction</code>, <code>risk</code>, <code>ecological</code>. You can run one or more types at one time.</dd>


<dt>alpha</dt>
<dd>(optional) Specifies the size of the alpha (confidence level). Default is <code>0.95</code>.</dd>

</dl>

Wenbo Lv <a href='mailto:lyu.geosocial@gmail.com'>lyu.geosocial@gmail.com</a>

gd: native geographical detector(GD) model

Description

Usage

Value

Arguments

Author

References

Examples