Table 4.
Sample sizes using the Schoenfeld formula when the effect size is defined using ‘Hazard Ratio at tavg (average of median survival times in the two study arms) vs Proposed Method (when the assumption of ‘Relative Time’ is valid) for various scenarios with type I error rate of 5% and Nominal Power of 80% for one-sided test with accrual time = 12 months, follow-up time = 12 months, and r=1.
Design features of the proposed method | # Events/ Sample Size: Proposed method vs Schoenfeld formula | Empirical Power of two methods when data is simulated under proposed method | ||||
---|---|---|---|---|---|---|
Control arm Shape parameter β0 | Effect Size User Input | True HR calculated at |
Proposed Method | Schoenfeld using HR at tavg as effect size | Proposed Method | Cox model (without an interaction term) |
β0=0.25 | p1=0.10; p2=0.90; RT[p1]=1.52; RT[p2]=1.98 | HR = 0.8479 | 601/991 | 455/751 | 80.77% | 80.46% |
p1=0.10; p2=0.90; RT[p1]=2.00; RT[p2]=1.50 | HR = 0.8984 | 722/1182 | 1079/1766 | 79.28% | 79.41% | |
β0=0.50 | p1=0.10; p2=0.90; RT[p1]=1.52; RT[p2]=1.98 | HR = 0.7211 | 154/216 | 116/164 | 81.47% | 82.49% |
p1=0.10; p2=0.90; RT[p1]=2.00; RT[p2]=1.50 | HR = 0.8054 | 177/244 | 265/366 | 79.25% | 76.90% | |
β0=0.75 | p1=0.10; p2=0.90; RT[p1]=1.52; RT[p2]=1.98 | HR = 0.6150 | 70/87 | 53/67 | 81.48% | 83.36% |
p1=0.10; p2=0.90; RT[p1]=2.00; RT[p2]=1.50 | HR = 0.7202 | 77/93 | 115/140 | 78.26% | 73.26% | |
β0=1.00 | p1=0.10; p2=0.90; RT[p1]=1.52; RT[p2]=1.98 | HR = 0.5258 | 41/46 | 30/35 | 81.90% | 84.37% |
p1=0.10; p2=0.90; RT[p1]=2.00; RT[p2]=1.50 | HR = 0.6423 | 43/47 | 64/71 | 79.06% | 71.31% | |
β0=1.25 | p1=0.10; p2=0.90; RT[p1]=1.52; RT[p2]=1.98 | HR = 0.4507 | 27/29 | 20/22 | 82.28% | 84.80% |
p1=0.10; p2=0.90; RT[p1]=2.00; RT[p2]=1.50 | HR = 0.5712 | 27/27 | 40/42 | 79.10% | 69.81% | |
β0=1.50 | p1=0.10; p2=0.90; RT[p1]=1.52; RT[p2]=1.98 | HR = 0.3872 | 19/20 | 14/15 | 81.77% | 83.60% |
p1=0.10; p2=0.90; RT[p1]=2.00; RT[p2]=1.50 | HR = 0.5064 | 18/19 | 27/28 | 80.67% | 70.66% | |
β0=0.25 | p1=0.25; p2=0.75; RT[p1]=1.50; RT[p2]=1.667 | HR = 0.8764 | 933/1525 | 711/1163 | 80.58% | 80.49% |
p1=0.25; p2=0.75; RT[p1]=1.667; RT[p2]=1.50 | HR = 0.9076 | 953/1552 | 1317/2146 | 79.69% | 79.59% | |
β0=0.50 | p1=0.25; p2=0.75; RT[p1]=1.50; RT[p2]=1.667 | HR = 0.7696 | 238/329 | 181/251 | 81.08% | 82.62% |
p1=0.25; p2=0.75; RT[p1]=1.667; RT[p2]=1.50 | HR = 0.8225 | 235/321 | 325/446 | 78.99% | 76.60% | |
β0=0.75 | p1=0.25; p2=0.75; RT[p1]=1.50; RT[p2]=1.667 | HR = 0.6770 | 108/131 | 82/101 | 81.22% | 83.98% |
p1=0.25; p2=0.75; RT[p1]=1.667; RT[p2]=1.50 | HR = 0.7443 | 103/123 | 142/171 | 78.75% | 74.53% | |
β0=1.00 | p1=0.25; p2=0.75; RT[p1]=1.50; RT[p2]=1.667 | HR = 0.5966 | 62/69 | 47/53 | 81.40% | 84.80% |
p1=0.25; p2=0.75; RT[p1]=1.667; RT[p2]=1.50 | HR = 0.6724 | 57/63 | 79/87 | 79.54% | 73.52% | |
β0=1.25 | p1=0.25; p2=0.75; RT[p1]=1.50; RT[p2]=1.667 | HR = 0.5266 | 40/43 | 31/34 | 81.01% | 85.05% |
p1=0.25; p2=0.75; RT[p1]=1.667; RT[p2]=1.50 | HR = 0.6063 | 36/38 | 50/53 | 79.67% | 71.90% | |
β0=1.50 | p1=0.25; p2=0.75; RT[p1]=1.50; RT[p2]=1.667 | HR = 0.4656 | 29/30 | 21/22 | 80.93% | 84.96% |
p1=0.25; p2=0.75; RT[p1]=1.667; RT[p2]=1.50 | HR = 0.5458 | 25/25 | 34/35 | 79.15% | 70.35% |