Learn R Programming

spartan (version 3.0.2)

oat_csv_result_file_analysis_from_DB: Performs a robustness analysis for simulation results stored in a database, comparing simulation behaviour at different parameter values

Description

This method takes results mined from a database (like spartanDB produces) and analyses the impact that a change in a single parameter value has had on simulation response. This is performed by comparing the distribution of responses for a perturbed parameter condition with the distribution under baseline/calibrated conditions. This produces a A-Test statistics that are returned for storing in the results database by the spartanDB package.

Usage

oat_csv_result_file_analysis_from_DB(db_results, parameters, baseline,
  measures, PMIN, PMAX, PINC)

Arguments

db_results

Set of experimental results from a mysql database

parameters

Simulation parameters of interest

baseline

Baseline/Calibrated values for each of those parameters

measures

Simulation output responses

PMIN

Minimum value of each of the parameters in sampling

PMAX

Maximum valuer of each of the parameters in sampling

PINC

Increment value applied in sampling

Value

A-Test scores for all parameter values and measure pairings