Examines the summary CSV file produced either by the method
aa_summariseReplicateRuns or provided by the user, analysing each
sample size independently, to determine how 'different' the results of
each of the subsets are. For each sampple size, the distribution of
responses for each subset are compared with the first subset using the
Vargha-Delaney A-Test. These scores are stored in a CSV file, with
filename as stated in parameter ATESTRESULTSFILENAME. The A-Test results
for a sample size are then graphed, showing how different each of the
subsets are. If doing this analysis over multiple timepoints, the
timepoint will be appended to the filename given in
ATESTRESULTSFILENAME and appended to the name of the graph.
aa_getATestResults(FILEPATH, SAMPLESIZES, NUMSUBSETSPERSAMPLESIZE,
MEASURES, ATESTRESULTSFILENAME, LARGEDIFFINDICATOR,
AA_SIM_RESULTS_FILE = NULL, AA_SIM_RESULTS_OBJECT = NULL,
TIMEPOINTS = NULL, TIMEPOINTSCALE = NULL, GRAPHNAME = NULL,
check_done = FALSE)Directory where the results of the simulation runs, in folders or in single CSV file format, can be found
The sample sizes chosen (i.e. in our case, this would be an array containing 1,5,50,100,300,800
The number of subsets for each sample size (i.e in the tutorial case, 20)
An array containing the names of the simulation output measures to be analysed.
Name of the file that will contain the A-Test scores for each sample size
The A-Test determines there is a large difference between two sets if the result is greater than 0.2 either side of the 0.5 line. Should this not be suitable, this can be changed here
The name of the CSV file containing the simulation responses, if reading from a CSV file
The name of the R object containing the simulation responses, if not reading from a CSV file
Implemented so this method can be used when analysing multiple simulation timepoints. If only analysing one timepoint, this should be set to NULL. If not, this should be an array of timepoints, e.g. c(12,36,48,60)
Implemented so this method can be used when analysing multiple simulation timepoints. Sets the scale of the timepoints being analysed, e.g. "Hours"
Used internally by the getATestResults method when producing graphs for multiple timepoints. Should not be set in function call.
If multiple timepoints, has the input been checked