srs_ecological_detector {gdverse} | R Documentation |
spatial rough set-based ecological detector
Description
spatial rough set-based ecological detector
Usage
srs_ecological_detector(y, x1, x2, wt, alpha = 0.95)
Arguments
y |
Dependent variable, |
x1 |
Covariate |
x2 |
Covariate |
wt |
Spatial adjacency matrix. |
alpha |
(optional) Confidence level of the interval,default is |
Value
A list.
T-statistic
the result of T statistic for spatial rough set-based ecological detector
P-value
the result of P value for spatial rough set-based ecological detector
Ecological
does one spatial feature
X_1
play a more important role thanX_2
Author(s)
Wenbo Lv lyu.geosocial@gmail.com
References
Bai, H., Li, D., Ge, Y., Wang, J., & Cao, F. (2022). Spatial rough set-based geographical detectors for nominal target variables. Information Sciences, 586, 525–539. https://doi.org/10.1016/j.ins.2021.12.019
Examples
data('srs_table')
data('srs_wt')
srs_ecological_detector(srs_table$d,srs_table$a1,srs_table$a2,srs_wt)
[Package gdverse version 1.3-3 Index]