BookmarkSubscribeRSS Feed
liao7899
Calcite | Level 5

Dear all,

 

I hope this could the right place to raise a question regarding the technical details for sample size determination using proc power for comparing two survival curves:
http://support.sas.com/documentation/cdl/en/statug/63033/HTML/default/viewer.htm#statug_power_a00000...

 

My question is to understand the calculation of N(i+1) specified as
                           N_{j}(i+1) = N_{j}(i) * [1-h_{j}(t_{i})*(1/b) - \phi_{j}(t_{i})*(1/b) - (1/b)*(1/(T-\tao-t_{i}))* I_{t_{i}>\tao})]

It looks as if the very last term 1/(T+\tao-t_{i}) is for administrative censoring (i.e., patients who enrolled late in the accrual phase and survival longer than \tao could be censored due to study closure). For example, suppose that subject live forever and will never be censored, (i.e., h(t)=0 and \phi(t)=0 for all t), suppose that N(0)=100, T=4, \tao=0 and b=1, then:
N(1) = 100*(1-1/3).

However, assuming subject entry is uniformed distributed between [0,4] then only subject enters from [3,4] could be censored and should the right answer for N(1) is
75 = 100*(1-1/4)?

 

I really appreciate the insights from you .

 

1 REPLY 1
liao7899
Calcite | Level 5

Problem solved based on Cantor 1997 pp 83-92 and Joanna H Shih 1995 (Sample Size Calculation for Complex Clinical Trials with Survival Endpoints).

 

 

sas-innovate-2024.png

Don't miss out on SAS Innovate - Register now for the FREE Livestream!

Can't make it to Vegas? No problem! Watch our general sessions LIVE or on-demand starting April 17th. Hear from SAS execs, best-selling author Adam Grant, Hot Ones host Sean Evans, top tech journalist Kara Swisher, AI expert Cassie Kozyrkov, and the mind-blowing dance crew iLuminate! Plus, get access to over 20 breakout sessions.

 

Register now!

What is ANOVA?

ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.

Find more tutorials on the SAS Users YouTube channel.

Discussion stats
  • 1 reply
  • 1437 views
  • 0 likes
  • 1 in conversation