statsmodels.genmod.generalized_linear_model.PredictionResultsMean.t_test

PredictionResultsMean.t_test(value=0, alternative='two-sided')

z- or t-test for hypothesis that mean is equal to value

Parameters:
value : array_like

value under the null hypothesis

alternative : str

‘two-sided’, ‘larger’, ‘smaller’

Returns:

  • stat (ndarray) – test statistic

  • pvalue (ndarray) – p-value of the hypothesis test, the distribution is given by the attribute of the instance, specified in __init__. Default if not specified is the normal distribution.