BookmarkSubscribeRSS Feed
blueskyxyz
Lapis Lazuli | Level 10
data FatComp;
         input Test Response Count;
         datalines;
1 1  130
1 0  20
0 1  40
0 0  160
;
/*******************************************************************************************
** kappa 
*******************************************************************************************/

data kappa1;
	a=130; b=20; c=40; d=160;
	p0=(a+d)/(a+b+c+d);
	pe=((a+b)*(a+c)+(d+b)*(d+c))/(a+b+c+d)**2;
	se=sqrt((p0*(1-p0)/(1-pe)**2)/(a+b+c+d));
	kappa=(p0-pe)/(1-pe);

	z=PROBIT(1-0.05/2);
	kappa_low=kappa-z*se;
	kappa_high=kappa+z*se;
run;



/*ods trace on;*/
ods output KappaStatistics=Kappa2;
proc freq data=FatComp;
	weight count/zeros;
	tables Test*Response/agree;
/*	test kappa wtkap;*/
/*	exact kappa ;*/
run; 
/*ods trace off;*/

blueskyxyz_0-1667961482723.png

 

hi sasusers,

 

please take a look at my code to calculate kappa,  the CI value is a little bit different between kappa1 and kappa2 while the estimate is almost same, so how to modify the code ( get the simple kappa in data step with the formula) to have the same result.

 

use two methods to double qc the kappa, I want get a 100% equal compare report, BTW, how to get the weight kappa using proc freq in SAS9.4.

 

Thanks.

Sky.

 

 

2 REPLIES 2
blueskyxyz
Lapis Lazuli | Level 10
/*test data*/
data FatComp; input Test Response Count; datalines; 1 1 130 1 0 20 0 1 40 0 0 160 ; /******************************************************************************************* ** kappa *******************************************************************************************/ data kappa1; a=130; b=20; c=40; d=160; p0=(a+d)/(a+b+c+d); pe=((a+b)*(a+c)+(d+b)*(d+c))/(a+b+c+d)**2; se=sqrt((p0*(1-p0)/(1-pe)**2)/(a+b+c+d)); kappa=(p0-pe)/(1-pe); z=PROBIT(1-0.05/2); kappa_low=kappa-z*se; kappa_high=kappa+z*se; run; /*ods trace on;*/ ods output KappaStatistics=Kappa2; proc freq data=FatComp; weight count/zeros; tables Test*Response/agree; /* test kappa wtkap;*/ /* exact kappa ;*/ run; /*ods trace off;*/

blueskyxyz_0-1667961482723.png

 

hi sasusers,

 

please take a look at my code to calculate kappa,  the CI value is a little bit different between kappa1 and kappa2 while the estimate is almost same, so how to modify the code ( get the simple kappa in data step with the formula) to have the same result.

 

use two methods to double qc the kappa, I want get a 100% equal compare report, BTW, how to get the weight kappa using proc freq in SAS9.4.

 

Thanks.

Sky.

 

 

blueskyxyz
Lapis Lazuli | Level 10
the formula is not right, will update later

SAS Innovate 2025: Register Now

Registration is now open for SAS Innovate 2025 , our biggest and most exciting global event of the year! Join us in Orlando, FL, May 6-9.
Sign up by Dec. 31 to get the 2024 rate of just $495.
Register now!

What is Bayesian Analysis?

Learn the difference between classical and Bayesian statistical approaches and see a few PROC examples to perform Bayesian analysis in this video.

Find more tutorials on the SAS Users YouTube channel.

SAS Training: Just a Click Away

 Ready to level-up your skills? Choose your own adventure.

Browse our catalog!

Discussion stats
  • 2 replies
  • 700 views
  • 0 likes
  • 1 in conversation