mccount (version 0.1.1)

compare_mcc: Compare mcc objects

Description

Compares two mcc objects and returns a summary of differences. Useful for comparing results from different methods or parameter settings.

Usage

compare_mcc(x, y, tolerance = 1e-06)

Value

A list summarizing the comparison

Arguments

x

First mcc object

y

Second mcc object

tolerance

Numeric tolerance for comparing MCC values (default: 1e-6)

Examples

# Create sample data
library(dplyr)
df <- data.frame(
  id = c(1, 2, 3, 4, 4, 4, 4, 5, 5),
  time = c(8, 1, 5, 2, 6, 7, 8, 3, 3),
  cause = c(0, 0, 2, 1, 1, 1, 0, 1, 2)
) |>
  arrange(id, time)

# Calculate MCC using different methods
mcc_eq <- mcc(df, "id", "time", "cause", method = "equation")
mcc_sci <- mcc(df, "id", "time", "cause", method = "sci")

# Compare the results
comparison <- compare_mcc(mcc_eq, mcc_sci)
print(comparison)

# Clean up
rm(df, mcc_eq, mcc_sci, comparison)