topolow (version 1.0.0)

calculate_procrustes_significance: 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)

Value

A single numeric p-value from the Procrustes permutation test.

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)

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)