estimation of excess hazard using compound poisson frailty model

نویسندگان

mahmood sheikh-fathollahi department of social medicine and occupational environment research center, medical school, rafsanjan university of medical sciences, rafsanjan, iran

mahmood mahmoodi department of epidemiology and biostatistics, school of public health, tehran university of medical sciences, tehran, iran

kazem mohammad department of epidemiology and biostatistics, school of public health, tehran university of medical sciences, tehran, iran

hojjat zeraati department of epidemiology and biostatistics, school of public health, tehran university of medical sciences, tehran, iran

چکیده

b a c k g r o u n d & aim: the excess hazard rate proposed by andersen and vaeth may underestimate the long-term excess hazard rate for cancer survival. zahl explained the phenomenon by continuous selection of the most robust individuals after diagnosis. he applied correlated inverse gaussian and gamma  frailty  models  to estimate  excess  intensity  and reached  a better  estimate  of the rate and called it the corrected excess hazard. the compound poisson distribution has more parameters and therefore owns more flexibility and includes gamma and inverse gaussian distributions as special cases. therefore, the aim of this study was to estimate the excess hazard using compound poisson frailty model   methods  &  materials:   both  shared  and  correlated  frailty  (cf)  variables  based  on  compound poisson  distribution  were used to model  unobserved  common  covariates.  a data  set  of patients diagnosed  with  localized  or  regional  gastrointestinal  tract  cancer  collected  at  the  mazandaran province of iran was studied. as registration systems in iran are so affected by omission and various errors,  a  number  of  five  west  coale- demeny  life  tables  for  men  and  four  for  women  were constructed corresponding to each birth cohort, which was considered as the reference life tables. thus, population-based mortality rates [ h 1( t )] were simply replaced by the appropriate values of the west tables depending on the sex (male or female) and birth cohort of the patient.  r e s u lt s : the cf model with unequal variances could best estimate the long-term excess hazard.   c on c l u sio n :   this study advocates  the cf models can best estimate  the long-term  excess hazard rates regardless of the distribution of the frailty variable.

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عنوان ژورنال:
journal of biostatistics and epidemiology

جلد ۱، شماره ۱-۲، صفحات ۱-۹

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