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Survival Analysis with Long-Term Survivors (Hardcover)
Loot Price: R6,145
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Survival Analysis with Long-Term Survivors (Hardcover)
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The aim of this book is to suggest and exemplify a systematic
methodology for analysing survival data which contains "immune," or
"cured" individuals, denoted generically as "long-term survivors."
Such data occurs in medical and epidemiological applications, where
the intention may be to identify whether or not cured or immune
individuals are present in a population, perhaps as a result of
treatments given; in the analysis of recidivism data in
criminology, where the intentions are similar with respect to
prisoners released from and possibly returning to prison; and in
many other areas where followup data is available on individuals,
with the possibility that not all suffer the event under
investigation. Both nonparametric and parametric methods are
proposed and developed. The effects of covariate information can be
assessed via a kind of generalised linear framework in the
parametric analyses. The proposed methodologies are supported by
asymptotic analyses and simulations of real situations. While these
theoretical underpinnings are presented in reasonable rigour and
detail, the book is aimed very much at the practitioner who wishes
to analyse survival data with (or even without) immunes.
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