Statistical analysis of the generalized additive semiparametric survival model with random covariates.

Vacys Bagdonavicius; Mikhail Nikulin

Qüestiió (1997)

  • Volume: 21, Issue: 1-2, page 273-291
  • ISSN: 0210-8054

Abstract

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Generalizations of the additive hazards model are considered. Estimates of the regression parameters and baseline function are proposed, when covariates are random. The asymptotic properties of estimators are considered.

How to cite

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Bagdonavicius, Vacys, and Nikulin, Mikhail. "Statistical analysis of the generalized additive semiparametric survival model with random covariates.." Qüestiió 21.1-2 (1997): 273-291. <http://eudml.org/doc/40181>.

@article{Bagdonavicius1997,
abstract = {Generalizations of the additive hazards model are considered. Estimates of the regression parameters and baseline function are proposed, when covariates are random. The asymptotic properties of estimators are considered.},
author = {Bagdonavicius, Vacys, Nikulin, Mikhail},
journal = {Qüestiió},
keywords = {Análisis de supervivencia; Modelos paramétricos; Biometría; Análisis de covarianza; Inferencia paramétrica; generalized additive model; semiparametric models; survival analysis; regression parameters; baseline function; asymptotic analysis; additive hazards},
language = {eng},
number = {1-2},
pages = {273-291},
title = {Statistical analysis of the generalized additive semiparametric survival model with random covariates.},
url = {http://eudml.org/doc/40181},
volume = {21},
year = {1997},
}

TY - JOUR
AU - Bagdonavicius, Vacys
AU - Nikulin, Mikhail
TI - Statistical analysis of the generalized additive semiparametric survival model with random covariates.
JO - Qüestiió
PY - 1997
VL - 21
IS - 1-2
SP - 273
EP - 291
AB - Generalizations of the additive hazards model are considered. Estimates of the regression parameters and baseline function are proposed, when covariates are random. The asymptotic properties of estimators are considered.
LA - eng
KW - Análisis de supervivencia; Modelos paramétricos; Biometría; Análisis de covarianza; Inferencia paramétrica; generalized additive model; semiparametric models; survival analysis; regression parameters; baseline function; asymptotic analysis; additive hazards
UR - http://eudml.org/doc/40181
ER -

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