mqr.inference.rate.

size_1sample#

mqr.inference.rate.size_1sample(ra, H0_rate, alpha, beta, meas=1.0, alternative='two-sided', method='norm-approx')#

Calculate sample size for test of rate of events.

Null-hypothesis

ra / H0_rate == 1

Parameters:
rafloat

Alternative hypothesis rate, forming effect size.

H0_ratefloat

Null-hypothesis rate.

alphafloat

Required significance.

betafloat

Required beta (1 - power).

alternative{‘two-sided’, ‘less’, ‘greater’}, optional

Sense of alternative hypothesis.

method{‘norm-approx’, ‘chi2’}, optional
‘norm-approx’
Approximation to the normal distribution. Numerically solves power_1sample equal to 1 - beta by searching nobs.
‘chi2’
Numerically finds the sample size that produces the requested power using a Chi-squared distribution.
Returns:
mqr.inference.power.TestPower