نتایج جستجو برای: proportional hazards models

تعداد نتایج: 980828  

2007
Ian W. McKeague Peter B. Gilbert Phyllis J. Kanki

This paper develops omnibus tests for comparing cause-speciic hazard rates and cumulative incidence functions at speciied covariate levels. Conndence bands for the diierence and the ratio of two conditional cumulative incidence functions are also constructed. The omnibus test is formulated in terms of a test process given by a weighted diierence of estimates of cumulative cause-speciic hazard r...

2015
Angelina do Carmo Lessa Ronilson Ferreira Freitas Lorena Barbosa Fonseca Ana Marlúcia de Oliveira Assis

Objective: To evaluate the duration of exclusive breastfeeding (EBF) and full breastfeeding (FBF) as well as its determinants within a cohort. Methodology: Data were collected in household interviews. The analysis was performed through the estimative of survival curves, using the Kaplan-Meier method. Differences in the curves were evaluated employing the log-rank test. Cox proportional hazards ...

2002
JOSEPH G. IBRAHIM MING-HUI CHEN

In this paper, we propose a class of informative prior distributions for Cox’s proportional hazards model. A novel construction of the prior is developed based on the notion of the availability of historical data. In many situations, especially in clinical trials, the investigator has historical data from past studies which are similar to the current study. We take a semi-parametric approach in...

1996
J rgen Holm Petersen Per Kragh Andersen Richard D. Gill

Extensions of the Cox proportional hazards model for survival data are studied where allowance is made for unobserved heterogeneity and for correlation between the life times of several individuals. The extendedmodels are frailty models inspired by Yashin et al. (1995). Estimation is carried out using the EM algorithm. Inference is discussed and potential applications are outlined, in particula...

2004
Fred J. Galloway

For the last thirty years, the rapid growth in information technologies has led to an absolute explosion in the production and diffusion of statistical software. With dropdown menus replacing meticulously written computer code, it now seems that literally anyone can run a three-way analysis of variance, perform generalized statistical tests for a proportional hazards model, or use varimax rotat...

2005
Ralf Bender Thomas Augustin Maria Blettner

Number of words: 2795 (excluding summary, references and tables) 2 SUMMARY This paper discusses techniques to generate survival times for simulation studies regarding Cox proportional hazards models. In linear regression models, the response variable is directly connected with the considered covariates, the regression coefficients and the simulated random errors. Thus, the response variable can...

2003
Catalina Stefanescu

The Cox proportional hazards model is the standard tool for relative risk estimation and inference for survival studies. The generalized logrank (GLR) approach (Mehrotra and Roth, 2001) has been proposed as a more efficient alternative to the Cox model when the number of subjects is small and there are no ties in the data. However, ties will result if continuous data are grouped by rounding to ...

Journal: :Bioinformatics 2009
Harald Binder Arthur Allignol Martin Schumacher Jan Beyersmann

MOTIVATION For analyzing high-dimensional time-to-event data with competing risks, tailored modeling techniques are required that consider the event of interest and the competing events at the same time, while also dealing with censoring. For low-dimensional settings, proportional hazards models for the subdistribution hazard have been proposed, but an adaptation for high-dimensional settings i...

2013
Marc G. Weisskopf Frédéric Moisan Christophe Tzourio Paul J. Rathouz Alexis Elbaz

Pesticides are ubiquitous neurotoxicants, and several lines of evidence suggest that exposure may be associated with depression. Epidemiologic evidence has focused largely on organophosphate exposures, while research on other pesticides is limited. We collected detailed pesticide use history from farmers recruited in 1998–2000 in France. Among 567 farmers aged 37–78 years, 83 (14.6%) self-repor...

2007
L. Foster G. F. Dall R. Reid W. H. Wallace D. E. Porter

J Bone Joint Surg [Br] 2007;89-B:1234-8. Received 1 February 2007; Accepted 24 April 2007 We have reviewed the data from our regional Bone Tumour Registry on patients with osteosarcoma diagnosed between 1933 and 2004 in order to investigate the relationship between survival and changes in treatment. There were 184 patients with non-metastatic appendicular osteosarcoma diagnosed at the age of 18...

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