+ Most Popular
Cunninghamia lanceolata plantations in China
Mammalian lairs in paleo ecological studies and palynology
Studies on technological possibilities in utilization of anhydrous milk fat for production of recombined butter-like products
Should right-sided fibroelastomas be operated upon?
Large esophageal lipoma
Apoptosis in the mammalian thymus during normal histogenesis and under various in vitro and in vivo experimental conditions
Poissons characoides nouveaux ou non signales de l'Ilha do Bananal, Bresil
Desensitizing efficacy of Colgate Sensitive Maximum Strength and Fresh Mint Sensodyne dentifrices
Administration of fluid by subcutaneous infusion: revival of a forgotten method
Tundra mosquito control - an impossible dream?
Schizophrenia for primary care providers: how to contribute to the care of a vulnerable patient population
Geochemical pattern analysis; method of describing the Southeastern limestone regional aquifer system
Incidence of low birth weights in a hospital of Mexico City
Graded management intensity of grassland systems for enhancing floristic diversity
Microbiology and biochemistry of cheese and fermented milk
The ember tetra: a new pygmy characid tetra from the Rio das Mortes, Brazil, Hyphessobrycon amandae sp. n. (Pisces, Characoidei)
Risk factors of contrast-induced nephropathy in patients after coronary artery intervention
Renovation of onsite domestic wastewater in a poorly drained soil
Observations of the propagation velocity and formation mechanism of burst fractures caused by gunshot
Systolic blood pressure in a population of infants in the first year of life: the Brompton study
Haematological studies in rats fed with metanil yellow
Studies on pasteurellosis. I. A new species of Pasteurella encountered in chronic fowl cholera
Dormancy breaking and germination of Acacia salicina Lindl. seeds
therapy of lupus nephritis. a two-year prospective study

Additive hazard regression with auxiliary covariates

Additive hazard regression with auxiliary covariates

Biometrika 94(2): 359-369

ISSN/ISBN: 0006-3444

DOI: 10.2307/20441377

We consider the additive hazard model when some of the true covariates are measured only on a randomly selected validation set whereas auxiliary covariates are observed for all study subjects. An updated pseudoscore estimation approach is proposed for the parameters of the additive hazard model. It allows one to fit the model with auxiliary covariates, while leaving the baseline hazard unspecified. Asymptotic properties of the proposed estimators are established, and consistent standard error estimators are developed. Simulations demonstrate that the asymptotic approximations of the proposed estimates are adequate for practical use. A real example is used to illustrate the performance of the proposed method.

Please choose payment method:

(PDF emailed within 0-6 h: $19.90)

Accession: 014955923

Download citation: RISBibTeXText

Related references

On adjustment for auxiliary covariates in additive hazard models for the analysis of randomized experiments. Biometrika 101(1): 237-244, 2014

Marginal hazard regression for correlated failure time data with auxiliary covariates. Lifetime Data Analysis 18(1): 116-138, 2012

Extended hazard regression for censored survival data with covariates a spline approximation for the baseline hazard function. Biometrics 43(1): 181-192, 1987

Univariate nonparametric regression in the presence of auxiliary covariates. Journal of the American Statistical Association 100(472): 1185-1201, 2005

Cox regression in nested case-control studies with auxiliary covariates. Biometrics 66(2): 374-381, 2010

Failure time regression with continuous informative auxiliary covariates. Journal of Statistical Distributions and Applications 2: 2, 2015

Random effects logistic regression analysis with auxiliary covariates. Biometrics 58(2): 352-360, 2002

Regression analysis of current status data with auxiliary covariates and informative observation times. Lifetime Data Analysis 24(2): 293-309, 2018

Improve efficiency and reduce bias of Cox regression models for two-stage randomization designs using auxiliary covariates. Statistics in Medicine 36(11): 1683-1695, 2017

A semiparametric extended hazard regression model with time-dependent covariates. Journal of Nonparametric Statistics 26(1): 115-128, 2014

Reduced rank hazard regression with fixed and time-varying effects of the covariates. Biometrical Journal. Biometrische Zeitschrift 55(1): 38-51, 2013

A review of the use of time-varying covariates in the Fine-Gray subdistribution hazard competing risk regression model. Statistics in Medicine 39(2): 103-113, 2020

Auxiliary covariate in additive hazards regression for survival data. Journal of Nonparametric Statistics 26(1): 101-113, 2014

Bayesian adaptive lasso for additive hazard regression with current status data. Statistics in Medicine 38(20): 3703-3718, 2019

Additive hazard regression models: an application to the natural history of human papillomavirus. Computational and Mathematical Methods in Medicine 2013: 796270, 2013