getBasicStats(options.verbose, method, vehicles, assignments)
getStatisticsOutput(assignments, options.outputfile)
print 'The calculation of network statistics is done!'
# begin the significance test for the observations with a normal distribution
if options.ttest:
print 'begin the t test!'
for A in assignments.itervalues():
tValueAvg[A] = {}
doTTestForAvg(options.verbose, tValueAvg, list(assignments.itervalues()))
print 'The t test is done!'
if options.kwtest:
# The Kruskal-Wallis test is applied for the data, not drawn from a normally distributed population.
groups = 2
values = list(allvehicles.iteritems())
for num, A in enumerate(values):
for B in values[num+1: ]:
combilabel = ''
combivehlist = []
combilabel = A[0] + '_' + B[0]
print 'Test for:', combilabel
for veh in A[1]:
combivehlist.append(veh)
for veh in B[1]:
combivehlist.append(veh)
doKruskalWallisTest(options.verbose, groups, combivehlist, assignments, combilabel, hValues)
getSignificanceTestOutput(assignments, options.ttest, tValueAvg, hValues, options.sgtoutputfile)
print 'The Significance test is done!'
getStatisticsOutput(assignments, options.outputfile)
print 'The calculation of network statistics is done!'
# begin the significance test for the observations with a normal distribution
if options.ttest:
print 'begin the t test!'
for A in assignments.itervalues():
tValueAvg[A] = {}
doTTestForAvg(options.verbose, tValueAvg, list(assignments.itervalues()))
print 'The t test is done!'
if options.kwtest:
# The Kruskal-Wallis test is applied for the data, not drawn from a normally distributed population.
groups = 2
values = list(allvehicles.iteritems())
for num, A in enumerate(values):
for B in values[num + 1:]:
combilabel = ''
combivehlist = []
combilabel = A[0] + '_' + B[0]
print 'Test for:', combilabel
for veh in A[1]:
combivehlist.append(veh)
for veh in B[1]:
combivehlist.append(veh)
doKruskalWallisTest(options.verbose, groups, combivehlist,
assignments, combilabel, hValues)
getSignificanceTestOutput(assignments, options.ttest, tValueAvg, hValues,
options.sgtoutputfile)
print 'The Significance test is done!'
