chen0040 / pysie

class MeanTestingUnitTest(unittest.TestCase):

    def test_mean_normal(self):

        mu = 0.0

        sigma = 1.0

        sample_size = 31

        sample = Sample()

        for i in range(sample_size):

            sample.add_numeric(normal(mu, sigma))

        sampling_distribution = MeanSamplingDistribution(sample_distribution=SampleDistribution(sample))

        testing = MeanTesting(sampling_distribution=sampling_distribution, mean_null=0.0)

        print('one tail p-value: ' + str(testing.p_value_one_tail))

        print('two tail p-value: ' + str(testing.p_value_two_tail))

        reject_one_tail, reject_two_tail = testing.will_reject(0.01)

        print('will reject mean = 0 (one-tail) ? ' + str(reject_one_tail))

        print('will reject mean = 0 (two-tail) ? ' + str(reject_two_tail))

if __name__ == '__main__':

from pysie.stats.samples import Sample, SampleDistribution

def test_mean_student():

    mu = 0.0

    sigma = 1.0

    sample_size = 29

    sample = Sample()

    for i in range(sample_size):

        sample.add_numeric(normal(mu, sigma))

    sampling_distribution = MeanSamplingDistribution(sample_distribution=SampleDistribution(sample))

    testing = MeanTesting(sampling_distribution=sampling_distribution, mean_null=0.0)

    print('one tail p-value: ' + str(testing.p_value_one_tail))

    print('two tail p-value: ' + str(testing.p_value_two_tail))

    reject_one_tail, reject_two_tail = testing.will_reject(0.01)

    print('will reject mean = 0 (one-tail) ? ' + str(reject_one_tail))

    print('will reject mean = 0 (two-tail) ? ' + str(reject_two_tail))

class MeanTestingUnitTest(unittest.TestCase):