calculate_procrustes_significance {topolow} | R Documentation |
Calculate Statistical Significance Between Maps Using Procrustes Analysis
Description
Performs Procrustes analysis between two maps and calculates statistical significance of their differences using permutation tests. Handles common data cleaning steps like removing missing values and ensuring comparable point sets.
Usage
calculate_procrustes_significance(map1, map2)
Arguments
map1 |
Data frame with coordinates from first map (must have X, X.1 columns) |
map2 |
Data frame with coordinates from second map (must have X, X.1 columns) |
Value
A single numeric p-value from the Procrustes permutation test.
Examples
# Create sample map data
map1 <- data.frame(name = letters[1:10], X = rnorm(10), X.1 = rnorm(10))
map2 <- data.frame(name = letters[1:10], X = rnorm(10), X.1 = rnorm(10))
p_val <- calculate_procrustes_significance(map1, map2)
[Package topolow version 1.0.0 Index]