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. Author manuscript; available in PMC: 2022 Oct 1.
Published in final edited form as: Biom J. 2021 Jul 17;63(7):1406–1433. doi: 10.1002/bimj.202000043

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 tavg=tmed,C+tmed,E2

HR=β1θ0β0β0θ1β1tavgβ1β0
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%