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;*/
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.
/*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;*/
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.
Registration is open! SAS is returning to Vegas for an AI and analytics experience like no other! Whether you're an executive, manager, end user or SAS partner, SAS Innovate is designed for everyone on your team. Register for just $495 by 12/31/2023.
If you are interested in speaking, there is still time to submit a session idea. More details are posted on the website.
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.