Python sem Examples

Example #1

File: statstest.py Project: mozilla/jx-sqlite

print('\nCENTRAL TENDENCY')
print('geometricmean:',stats.geometricmean(l), stats.geometricmean(lf), stats.geometricmean(a), stats.geometricmean(af))
print('harmonicmean:',stats.harmonicmean(l), stats.harmonicmean(lf), stats.harmonicmean(a), stats.harmonicmean(af))
print('mean:',stats.mean(l), stats.mean(lf), stats.mean(a), stats.mean(af))
print('median:',stats.median(l),stats.median(lf),stats.median(a),stats.median(af))
print('medianscore:',stats.medianscore(l),stats.medianscore(lf),stats.medianscore(a),stats.medianscore(af))
print('mode:',stats.mode(l),stats.mode(a))
print('\nMOMENTS')
print('moment:',stats.moment(l),stats.moment(lf),stats.moment(a),stats.moment(af))
print('variation:',stats.variation(l),stats.variation(a),stats.variation(lf),stats.variation(af))
print('skew:',stats.skew(l),stats.skew(lf),stats.skew(a),stats.skew(af))
print('kurtosis:',stats.kurtosis(l),stats.kurtosis(lf),stats.kurtosis(a),stats.kurtosis(af))
print('mean:',stats.mean(a),stats.mean(af))
print('var:',stats.var(a),stats.var(af))
print('stdev:',stats.stdev(a),stats.stdev(af))
print('sem:',stats.sem(a),stats.sem(af))
print('describe:')
print(stats.describe(l))
print(stats.describe(lf))
print(stats.describe(a))
print(stats.describe(af))
print('\nFREQUENCY')
print('freqtable:')
print('itemfreq:')
print(stats.itemfreq(l))
print(stats.itemfreq(a))
print('scoreatpercentile:',stats.scoreatpercentile(l,40),stats.scoreatpercentile(lf,40),stats.scoreatpercentile(a,40),stats.scoreatpercentile(af,40))
print('percentileofscore:',stats.percentileofscore(l,12),stats.percentileofscore(lf,12),stats.percentileofscore(a,12),stats.percentileofscore(af,12))
print('histogram:',stats.histogram(l),stats.histogram(a))
print('cumfreq:')
print(stats.cumfreq(l))

Example #2

print 'medianscore:', stats.medianscore(l), stats.medianscore(
    lf), stats.medianscore(a), stats.medianscore(af)
print 'mode:', stats.mode(l), stats.mode(a)

print '\nMOMENTS'
print 'moment:', stats.moment(l), stats.moment(lf), stats.moment(
    a), stats.moment(af)
print 'variation:', stats.variation(l), stats.variation(a), stats.variation(
    lf), stats.variation(af)
print 'skew:', stats.skew(l), stats.skew(lf), stats.skew(a), stats.skew(af)
print 'kurtosis:', stats.kurtosis(l), stats.kurtosis(lf), stats.kurtosis(
    a), stats.kurtosis(af)
print 'mean:', stats.mean(a), stats.mean(af)
print 'var:', stats.var(a), stats.var(af)
print 'stdev:', stats.stdev(a), stats.stdev(af)
print 'sem:', stats.sem(a), stats.sem(af)
print 'describe:'
print stats.describe(l)
print stats.describe(lf)
print stats.describe(a)
print stats.describe(af)

print '\nFREQUENCY'
print 'freqtable:'
print 'itemfreq:'
print stats.itemfreq(l)
print stats.itemfreq(a)
print 'scoreatpercentile:', stats.scoreatpercentile(
    l, 40), stats.scoreatpercentile(lf, 40), stats.scoreatpercentile(
        a, 40), stats.scoreatpercentile(af, 40)
print 'percentileofscore:', stats.percentileofscore(

Example #3

File: statstest.py Project: Delostik/common

print 'obrientransform:'

l = range(1,21)
a = N.array(l)
ll = [l]*5
aa = N.array(ll)

print stats.obrientransform(l,l,l,l,l)
print stats.obrientransform(a,a,a,a,a)

print 'samplevar:',stats.samplevar(l),stats.samplevar(a)
print 'samplestdev:',stats.samplestdev(l),stats.samplestdev(a)
print 'var:',stats.var(l),stats.var(a)
print 'stdev:',stats.stdev(l),stats.stdev(a)
print 'sterr:',stats.sterr(l),stats.sterr(a)
print 'sem:',stats.sem(l),stats.sem(a)
print 'z:',stats.z(l,4),stats.z(a,4)
print 'zs:'
print stats.zs(l)
print stats.zs(a)

print '\nTRIMMING'
print 'trimboth:'
print stats.trimboth(l,.2)
print stats.trimboth(lf,.2)
print stats.trimboth(a,.2)
print stats.trimboth(af,.2)
print 'trim1:'
print stats.trim1(l,.2)
print stats.trim1(lf,.2)
print stats.trim1(a,.2)

Example #4

File: testallstats.py Project: bennn/retic_performance

print(stats.relfreq(lf))

print('\nVARIATION')
print('obrientransform:')

l = [float(f) for f in list(range(1,21))]
ll = [l]*5

print(stats.obrientransform(l,l,l,l,l))

print('samplevar:',stats.samplevar(l),stats.samplevar(l))
print('samplestdev:',stats.samplestdev(l),stats.samplestdev(l))
print('var:',stats.var(l),stats.var(l))
print('stdev:',stats.stdev(l),stats.stdev(l))
print('sterr:',stats.sterr(l),stats.sterr(l))
print('sem:',stats.sem(l),stats.sem(l))
print('z:',stats.z(l,4),stats.z(l,4))
print('zs:')
print(stats.zs(l))
print(stats.zs(l))

print('\nTRIMMING')
print('trimboth:')
print(stats.trimboth(l,.2))
print(stats.trimboth(lf,.2))
print(stats.trimboth(l,.2))
print(stats.trimboth(lf,.2))
print('trim1:')
print(stats.trim1(l,.2))
print(stats.trim1(lf,.2))
print(stats.trim1(l,.2))