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. 2020 May 6;23(1):101–119. doi: 10.1093/biostatistics/kxaa017

Table 3.

Regression parameter estimates (standard errors) for the direct modeling of the crude probabilities of death from cancer and other causes, as obtained with three models using pseudo-observations with link functions: cloglog, identity, and log, and assuming an independence working covariance structure.

cloglog Log Identity
Cancer Other causes Cancer Other causes Cancer Other causes
(Intercept) -2.313(0.072) -5.835(0.149) -2.178(0.055) -5.743(0.14) 0.099(0.01) 0.002(0.001)
t = 969 days 0.626(0.028) 0.721(0.018) 0.477(0.023) 0.702(0.017) 0.098(0.004) 0.008(0)
t = 1826 days 0.845(0.031) 1.207(0.032) 0.612(0.025) 1.163(0.029) 0.14(0.004) 0.017(0.001)
t = 2132 days 0.881(0.032) 1.339(0.036) 0.633(0.026) 1.286(0.033) 0.147(0.004) 0.021(0.001)
t = 2487 days 0.927(0.033) 1.474(0.04) 0.659(0.026) 1.41(0.036) 0.156(0.005) 0.025(0.001)
AgeInline graphic 0.452(0.014) 0.702(0.034) 0.33(0.009) 0.67(0.032) 0.101(0.003) 0.017(0.001)
Deprivation 2 -0.025(0.091) 0.158(0.147) -0.016(0.067) 0.151(0.141) -0.001(0.014) 0.002(0.002)
Deprivation 3 0.134(0.087) 0.099(0.137) 0.085(0.063) 0.094(0.131) 0.031(0.014) 0.003(0.002)
Deprivation 4 0.2(0.083) 0.135(0.126) 0.125(0.06) 0.125(0.121) 0.047(0.014) 0.005(0.002)
Deprivation 5 0.186(0.082) 0.223(0.129) 0.12(0.06) 0.203(0.124) 0.043(0.013) 0.008(0.002)

Inline graphic (Age at diagnosis-47 (mean age in the data set))/10