Chi-Square Test

"""Chi-Square Test:

Hypothesis Question: Are there any significant differences between

the observed and expected frequencies in one or more categories?

Example: Is there a significant difference in the preferences for different

ice cream flavors among children?"""

# Python Code:

import scipy.stats as stats

# Observed frequencies for different categories

observed_freq = [...]  # Insert observed frequencies

# Expected frequencies (if applicable)

expected_freq = [...]  # Insert expected frequencies

# Perform chi-square test

chi2_statistic, p_value = stats.chisquare(observed_freq, expected_freq)

print("Chi-square statistic:", chi2_statistic)

print("P-value:", p_value)