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Nairaland Forum / Science/Technology / Programming / How To Do A T-test In Python? (324 Views)
How To Do A T-test In Python? / Tutorial: Object Oriented Programming Paradigm For Beginners in Python / Who Wants To Learn Programming In Python Easily Without Stress? READ THIS (2) (3) (4)
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How To Do A T-test In Python? by ballaerika: 11:37am On Jan 18, 2023 |
A t-test is a statistical test used to determine whether there is a significant difference between the means of two samples. In Python, you can use the scipy library to perform a t-test. Here's an example of how to do a t-test for two independent samples: from scipy import stats # Sample data sample1 = [1, 2, 3, 4, 5] sample2 = [2, 3, 4, 5, 6] # Perform t-test t, p = stats.ttest_ind(sample1, sample2) # Print the results print("t = ", t) print("p = ", p) The t-test returns the t-value and the p-value. The t-value measures the difference between the means of the two samples, while the p-value is used to determine the significance of the t-value. If the p-value is less than a certain threshold (usually 0.05), then we can conclude that there is a significant difference between the means of the two samples. This article is an in-depth guide on how to do a t-test in python, it explains the different types of t-test and how to use the ttest_ind() function from the scipy library to perform t-test. It also shows how to interpret the results of the t-test and how to use the t-test to make inferences about the population means.
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Re: How To Do A T-test In Python? by NOGRUDGES(m): 11:41am On Jan 18, 2023 |
Keep.them coming |
Re: How To Do A T-test In Python? by DataMiner(f): 12:34pm On Jan 19, 2023 |
Nice article but why didn't you go with R because the language has rich libraries for statistical analysis |
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