neutroSurvey (version 0.1.0)

format_mse_results: Format MSE Results for Neutrosophic Survey Data Analysis

Description

Formats the output of calculate_all_mse_neutrosophic into a human-readable string that clearly displays all five types of MSE estimates with their interval values.

Usage

format_mse_results(mse_results)

Value

A formatted character string ready for printing, showing all MSE types with their lower and upper bounds

Arguments

mse_results

A list containing MSE results from calculate_all_mse_neutrosophic

Details

The function takes the MSE results list and formats it to show:

• Standard MSE estimates

• Ratio-adjusted MSE estimates

• Kurtosis-adjusted MSE estimates

• Exponential MSE estimates

• Regression MSE estimates

See Also

calculate_all_mse_neutrosophic for generating the input for this function

Examples

# First calculate MSE results
data(japan_neutro)
metrics <- compute_all_metrics(japan_neutro)
mse <- calculate_all_mse_neutrosophic(
  0.01, 0.02,
  metrics$mean_interval_Y[1], metrics$mean_interval_Y[2],
  metrics$mean_interval_X[1], metrics$mean_interval_X[2],
  metrics$cv_interval_X[1], metrics$cv_interval_X[2],
  metrics$cv_interval_Y[1], metrics$cv_interval_Y[2],
  metrics$correlation_results[1], metrics$correlation_results[2],
  metrics$kurtosis_interval_X[1], metrics$kurtosis_interval_X[2]
)

# Format and print results
cat(format_mse_results(mse))