Output list
Dataset
Published 2024
These R scripts provide the code to reproduce the data and model outputs.
file1_simulate_data.r - provides the script to simulate 1000 test sets with sample size ranging from 5 to 200. In addition, these simulations are extended to provide data on 5 hypothetical devices with a range of standard deviations from the simulated ‘true’ value of {0.80, 0.95, 1.05 , 1.10 and 1.20}.
file2_simulate_rules.r - requires the data from file1_simulate_data.r. This script uses the simulated data to assess the pass/fail rate of the 5 devices using the rules based approach. The final dataframe provides the data required to plot figure 5.
file3_simulate_bayesian.r - requires the data from file1_simulate_data.r. This script uses the simulated data to assess the pass/fail rate of the 5 devices using the Bayesian regression approach. The final dataframe provides the data required to plot figure 7.
Dataset
Date collected 15/01/2022–15/06/2022
These are datasets referred to in the R-files file1_simulate_data, file2_simulate_rules, and file3_simulate_bayesian that support the analysis in the publication. Accreditation of new technologies for predicting intramuscular fat percentage: Combining Bayesian models and industry rules for transparent decisions.