Module statistics

Functions

calculate_chi_square

Calculate chi-square statistic

calculate_mad

Calculate Mean Absolute Deviation (MAD)

calculate_p_value

Calculate p-value from chi-square statistic and degrees of freedom This is a simplified approximation - in production, use a proper statistics library