A Python library for performing statistical tests like ANOVA and chi-square.
Project description
Statistical Tests
Statistical Tests is a Python library for performing common statistical tests such as one-way ANOVA and chi-square test.
Installation
You can install the library via pip:
Usage
from statistical_tests.tests import StatisticalTests
import pandas as pd
# Create an instance of StatisticalTests with your dataframe
dataframe = pd.read_csv('your_data.csv')
tests = StatisticalTests(dataframe)
# Perform one-way ANOVA
tests.one_way_anova('dependent_variable', 'group_variable1', 'group_variable2')
# Perform chi-square test
tests.chi_square('variable1', 'variable2', 'variable3')
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