Data Generating Mechanisms | ISF-PH Model | LSF-NPHS1 Model | LSF-NPHS3 Model | % gain in precision relative to ISF-PH model | ||||
---|---|---|---|---|---|---|---|---|
Scenarioa | Sample size | Frailty variance | TDE | Bias (MCSE), MSE (MCSE) | Bias (MCSE), MSE (MCSE) | Bias (MCSE), MSE (MCSE) | LSF-NPHS1% gain in precision (MCSE) | LSF-NPHS3% gain in precision (MCSE) |
1 | 500 | 0.25 | 0.03 | −0.0284 (0.0021), 0.0050 (0.0002) | − 0.0033 (0.0023), 0.0051 (0.0002) | 0.0021 (0.0023), 0.0052 (0.0002) | −17.4231 (2.1208) | − 18.7145 (2.0875) |
2 | 500 | 0.50 | 0.03 | − 0.0285 (0.0024), 0.0068 (0.0003) | − 0.0023 (0.0026), 0.0067 (0.0003) | 0.0031 (0.0026), 0.0068 (0.0003) | −11.1578 (1.9985) | −12.3537 (1.9639) |
3 | 500 | 0.75 | 0.03 | −0.0233 (0.0027), 0.0076 (0.0004) | 0.0035 (0.0029), 0.0081 (0.0004) | 0.0093 (0.0029), 0.0083 (0.0004) | −12.7599 (1.9452) | −14.1747 (1.8756) |
4 | 300 | 0.25 | 0.03 | − 0.0259 (0.0028), 0.0085 (0.0004) | − 0.0015 (0.0030), 0.0093 (0.0004) | 0.0041 (0.0031), 0.0096 (0.0004) | − 15.4391 (2.0856) | − 18.0137 (2.0061) |
5 | 300 | 0.50 | 0.03 | − 0.0215 (0.0032), 0.0105 (0.0005) | 0.0047 (0.0033), 0.0111 (0.0005) | 0.0103 (0.0034), 0.0114 (0.0005) | −9.4606 (2.1449) | −11.4682 (2.0577) |
6 | 300 | 0.75 | 0.03 | −0.0252 (0.0035), 0.0126 (0.0006) | 0.0019 (0.0037) 0.0134 (0.0006) | 0.0069 (0.0037), 0.0137 (0.0006) | − 10.3721 (1.9615) | − 12.1647 (1.8949) |
7 | 500 | 0.25 | −0.03 | 0.0287 (0.0021), 0.0051 (0.0002) | − 0.0075 (0.0023), 0.0053 (0.0002) | 0.0018 (0.0023), 0.0053 (0.0002) | −18.3401 (2.1438) | −19.5151 (2.1016) |
8 | 500 | 0.50 | −0.03 | 0.0289 (0.0024), 0.0068 (0.0003), | − 0.0072 (0.0026), 0.0069 (0.0003) | 0.0021 (0.0026), 0.0069 (0.0003) | −12.1807 (2.0392) | − 13.6435 (1.9931) |
9 | 500 | 0.75 | −0.03 | 0.0341 (0.0027), 0.0083 (0.0004) | −0.0011 (0.0029), 0.0083 (0.0004) | 0.0086 (0.0029), 0.0085 (0.0004) | −14.1771 (1.9844) | −15.7796 (1.9005) |
10 | 300 | 0.25 | −0.03 | 0.0311 (0.0028), 0.0088 (0.0004) | − 0.0059 (0.0031), 0.0095 (0.0004) | 0.0035 (0.0031), 0.0098(0.0004) | −16.7676 (2.1182) | −19.2818 (2.0272) |
11 | 300 | 0.50 | −0.03 | 0.0361 (0.0032), 0.0114 (0.0005) | 0.0004 (0.0033), 0.0112 (0.0005) | 0.0096 (0.0034), 0.0116 (0.0005) | −10.0998 (2.1977) | −12.4175 (2.0889) |
12 | 300 | 0.75 | −0.03 | 0.0316 (0.0035), 0.0130 (0.0006) | − 0.0032 (0.0037), 0.0136 (0.0006) | 0.0052 (0.0037), 0.0139 (0.0007) | −11.6808 (2.0013) | − 13.7017 (1.9235) |
13 | 500 | 0.25 | 0 | −0.0009 (0.0021), 0.0042 (0.0002) | − 0.0051 (0.0023), 0.0052(0.0002) | 0.0020 (0.0023), 0.0053 (0.0002) | −17.8005 (2.1303) | −19.0529 (2.0932) |
14 | 500 | 0.50 | 0 | −0.0009 (0.0024), 0.0059 (0.0003) | − 0.0044 (0.0026), 0.0067 (0.0003) | 0.0027(0.0026), 0.0068 (0.0003) | −11.4262 (2.0238) | −12.6627 (1.9860) |
15 | 500 | 0.75 | 0 | 0.0044 (0.0027), 0.0071 (0.0003) | 0.0016 (0.0029), 0.0082 (0.0004) | 0.0091 (0.0029), 0.0084 (0.0004) | −13.4164 (1.9621) | −14.9156 (1.8853) |
16 | 300 | 0.25 | 0 | 0.0017 (0.0028), 0.0079 (0.0004) | −0.0032 (0.0031), 0.0094 (0.0004) | 0.0041 (0.0031), 0.0097 (0.0004) | −15.8830 (2.0985) | −18.3944 (2.0120) |
17 | 300 | 0.50 | 0 | 0.0061 (0.0032), 0.0101 (0.0005) | 0.0027 (0.0033), 0.0112 (0.0005) | 0.0097 (0.0034), 0.0115 (0.0005) | −9.7878 (2.1647) | −11.9642 (2.0672) |
18 | 300 | 0.75 | 0 | 0.0021 (0.0035), 0.0120 (0.0006) | −0.0004 (0.0037), 0.0134 (0.0006) | 0.0062 (0.0037), 0.0138 (0.0006) | −11.0009 (1.9807) | −12.9017 (1.9108) |