factor_detector: factor detector

In geodetector: Stratified Heterogeneity Measure, Dominant Driving Force Detection, Interaction Relationship Investigation

factor detector

Description

The factor detector q-statistic measures the spatial stratified heterogeneity of a variable Y, or the determinant power of a covariate X of Y.

Usage

factor_detector(y_column, x_column_nn, tabledata)

Arguments

y_column	The index or field name of explained variable in input dataset.
x_column_nn	The index or the field name(s) of explanatory variable(s) in input dataset.
tabledata	The dataset (dataframe) contains fields of explained variable and explanatory variables.

Value

Results of factor detector include q statistic and the corresponding p value.

Examples

data(CollectData)
factor_detector("incidence","soiltype",CollectData)
factor_detector(1,2,CollectData)
factor_detector (1,c(2,3,4),CollectData)
factor_detector ("incidence",c("soiltype","watershed"),CollectData)

geodetector documentation built on Sept. 12, 2024, 7:40 a.m.