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spartan (version 3.0.2)

lhc_generatePRCoEffs_db_link: Generate Partial Rank Correlation Coefficients for parameter/response pairs for results in database

Description

For each parameter, and each simulation output measure, calculates the Partial Rank Correlation Coefficient between the parameter value and the simulation results, giving a statistical measurement of any effect that is present. In this case, results are mined from a database, as created by the spartanDB package, and the statistics returned for adding back to the DB.

Usage

lhc_generatePRCoEffs_db_link(db_results, parameters, measures,
  cor_calc_method = c("s"))

Arguments

db_results

Set of experiment results from the DB

parameters

Simulation parameters

measures

Simulation measures

cor_calc_method

Way to calculate the correlation coefficient: Pearson's ("p"), Spearman's ("s"), and Kendall's ("k"). Default is p