gdverse (version 1.3-3)

srs_ecological_detector: spatial rough set-based ecological detector

Description

spatial rough set-based ecological detector

Usage

srs_ecological_detector(y, x1, x2, wt, alpha = 0.95)

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 than \(X_2\)

Arguments

y

Dependent variable, factor, character or discrete numeric.

x1

Covariate \(X_1\), factor, character or discrete numeric.

x2

Covariate \(X_2\), factor, character or discrete numeric.

wt

Spatial adjacency matrix.

alpha

(optional) Confidence level of the interval,default is 0.95.

Author

Wenbo Lv

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)