F-test (ANOVA)

"""F-test (ANOVA):

Hypothesis Question: Do the means of three or more groups

differ significantly from each other?

Example: Do the mean weights of students

differ significantly across different classes (Class A, Class B, Class C)?"""

# Python Code:

import scipy.stats as stats

# Sample data for different groups

class_a = [...]  # Insert data for Class A

class_b = [...]  # Insert data for Class B

class_c = [...]  # Insert data for Class C

# Perform one-way ANOVA test

f_statistic, p_value = stats.f_oneway(class_a, class_b, class_c)

print("F-statistic:", f_statistic)

print("P-value:", p_value)