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python student t test

Athul Mathew answered on August 22, 2022 Popularity 10/10 Helpfulness 3/10

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# Python program to conduct two-sample
# T-test using pingouin library
 
# Importing library
from statsmodels.stats.weightstats import ttest_ind
import numpy as np
import pingouin as pg
 
# Creating data groups
data_group1 = np.array([160, 150, 160, 156.12, 163.24,
                        160.56, 168.56, 174.12,
                        167.123, 165.12])
data_group2 = np.array([157.97, 146, 140.2, 170.15,
                        167.34, 176.123, 162.35, 159.123,
                        169.43, 148.123])
 
# Conducting two-sample ttest
result = pg.ttest(data_group1,
                  data_group2,
                  correction=True)
 
# Print the result
print(result)

Popularity 10/10 Helpfulness 3/10 Language python

Source: www.geeksforgeeks.org

Tags: python t-test

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Contributed on Aug 22 2022

Athul Mathew

0 Answers Avg Quality 2/10

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# Python program to demonstrate how to
# perform two sample T-test
 
# Import the library
import scipy.stats as stats
 
# Creating data groups
data_group1 = np.array([14, 15, 15, 16, 13, 8, 14,
                        17, 16, 14, 19, 20, 21, 15,
                        15, 16, 16, 13, 14, 12])
 
data_group2 = np.array([15, 17, 14, 17, 14, 8, 12,
                        19, 19, 14, 17, 22, 24, 16,
                        13, 16, 13, 18, 15, 13])
 
# Perform the two sample t-test with equal variances
stats.ttest_ind(a=data_group1, b=data_group2, equal_var=True)

Popularity 6/10 Helpfulness 4/10 Language python

Source: www.geeksforgeeks.org

Tags: python t-test

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Contributed on Aug 22 2022

Athul Mathew

0 Answers Avg Quality 2/10

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