000 02961nam a2200409 a 4500
001 .b64203724
003 OSt
005 20180523124503.0
007 cr |||||||||||
008 100301s2008 xxu| s |||| 0|eng c
009 2015102801
020 _a9780387685601
_z9780387202877
040 _aEs-BaCBU
_bcat
_cEs-BaCBU
_dOSt
041 _aeng
080 _a311:314
100 1 _aAalen, Odd O.
_97129
_eaut.
245 1 0 _aSurvival and event history analysis :
_ba process point of view /
_cOdd O. Aalen, Ørnulf Borgan, Håkon K. Gjessing
260 _aNew York, NY :
_bSpringer,
_c2008
300 _axviii, 539 p. :
_bil. ;
_c25 cm
504 _aInclou referències bibliogràfiques i índex.
520 _aThe aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. The common denominator of such models is stochastic processes. The authors show how counting processes, martingales, and stochastic integrals fit very nicely with censored data. Beginning with standard analyses such as Kaplan-Meier plots and Cox regression, the presentation progresses to the additive hazard model and recurrent event data. Stochastic processes are also used as natural models for individual frailty; they allow sensible interpretations of a number of surprising artifacts seen in population data. The stochastic process framework is naturally connected to causality. The authors show how dynamic path analyses can incorporate many modern causality ideas in a framework that takes the time aspect seriously. To make the material accessible to the reader, a large number of practical examples, mainly from medicine, are developed in detail. Stochastic processes are introduced in an intuitive and non-technical manner. The book is aimed at investigators who use event history methods and want a better understanding of the statistical concepts. It is suitable as a textbook for graduate courses in statistics and biostatistics.
546 1 _aContingut en anglès.
650 7 _aAnàlisi de regressió
_2lemac
_9179
655 7 _aANÁLISIS BIOGRÁFICO
_2popin
_914267
_fEVENT HISTORY ANALYSIS
_iANÀLISI BIOGRÀFICA
655 7 _aANÁLISIS DE REGRESIÓN
_2popin
_914269
_fREGRESSION ANALYSIS
_iANÀLISI DE REGRESSIÓ
655 7 _aANÁLISIS MULTIVARIABLE
_2popin
_91363
_fMULTIVARIATE ANALYSIS
_iANÀLISI MULTIVARIABLE
655 7 _aMÉTODOS ESTADÍSTICOS
_2popin
_91110
_fSTATISTICAL METHODS
_iMÈTODES ESTADÍSTICS
655 7 _941
_aESTRUCTURAS FAMILIARES
_fFAMILY STRUCTURE
_iESTRUCTURES FAMILIARS
_2popin
655 7 _91109
_aANÁLISIS DE DATOS
_fDATA ANALYSIS
_iANÀLISI DE DADES
_2popin
700 1 _aBorgan, Ørnulf
_97130
_eed.
730 0 _aSpringerLink e-books
830 0 _aStatistics for biology and health
_914694
901 _aRevisat
907 _a.b64203724
_b08-02-17
_c28-10-15
_d28-10-15
_em
_fz
_ge
_heng
_ixxu
_j0
_k0
940 _aUPC
942 _2udc
_cMO
999 _c6322
_d6322