Created
October 19, 2023 02:34
-
-
Save misshie/58aebcf8bc56db8f32811b884885030f to your computer and use it in GitHub Desktop.
2x2 table chi squared test ... use at your own risk ;)
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
require 'statistics2' | |
def chisq_test(a, b, c, d) | |
total = a + b + c + d | |
row1_total = a + b | |
row2_total = c + d | |
col1_total = a + c | |
col2_total = b + d | |
e_a = (row1_total * col1_total).to_f / total | |
e_b = (row1_total * col2_total).to_f / total | |
e_c = (row2_total * col1_total).to_f / total | |
e_d = (row2_total * col2_total).to_f / total | |
chisq = | |
((a - e_a)**2 / e_a) + ((b - e_b)**2 / e_b) + ((c - e_c)**2 / e_c) + ((d - e_d)**2 / e_d) | |
Statistics2.chi2_x(1, chisq) | |
end | |
pp chisq_test(0,2,3,4) # => 0.25683925795785645 | |
pp chisq_test(1,2,3,4) # => 0.7781596861761657 | |
pp chisq_test(10,20,30,40) # => 0.372998483613487 | |
pp chisq_test(100,20,30,40) # => 7.044113736753843e-09 | |
pp chisq_test(1000,20,30,40) # => 0.0 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment