mqr.inference.rate.
test_2sample#
- mqr.inference.rate.test_2sample(count1, n1, count2, n2, meas1=1.0, meas2=1.0, H0_value=None, alternative='two-sided', method='score', compare='diff')#
Hypothesis test for equality of rates.
- Null-hypothesis by compare
- ‘diff’count1 / n1 / meas1 - count2 / n2 / meas2 == H0_value‘ratio’count1 / n1 / meas1 / (count2 / n2 / meas2) == H0_value
Calls
sm..test_poisson_2indep.- Parameters:
- count1int
Number of events in first observation.
- n1int
Number of periods over which first events were counted.
- count2int
Number of events in second observation.
- n2int
Number of periods over which second events were counted.
- meas1float, optional
Extent of one period in first observation.
- meas2float, optional
Extent of one period in second observation.
- H0_valuefloat, optional
Null-hypothesis value. Default 1 when compare is ‘ratio’, 0 when compare is ‘diff’.
- alternative{‘two-sided’, ‘less’, ‘greater’}, optional
Sense of alternative hypothesis.
- methodstr, optional
See statsmodels docs.
- compare{‘diff’, ‘ratio’}, optional
- ‘diff’Compare the difference between rates.‘ratio’Compare the rate of ratios.
- Returns: