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4. Modelling Survival Data in Medical Research

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This article is published in Journal of The Royal Statistical Society Series A-statistics in Society.The article was published on 1995-01-01. It has received 1092 citations till now. The article focuses on the topics: Medical research.

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Yaşam çözümlemesinde zamana bağlı açıklayıcı değişkenli Cox regresyon modeli Cox regression model with time dependent covariate in survival anaysis

TL;DR: Bu calismada, sabit ve zamana bagli aciklayici degiskenler durumunda Cox regresyon modelleri incelenmistir faktorlerin saptanmasinda yasam cozumlemesi CoxRegresyon modeli oldukca onemlidir.

Localizing and Understanding Mechanisms of Gender Differences Within Pathways Towards and Away from Science Degrees

TL;DR: In this paper, the authors identify the location and sources of persistent gender differences in pathways into and out of the sciences, with a special focus on an understudied population that drives many of the larger trends: undergraduate pre-medical students.
Journal ArticleDOI

A Generalized Log-Normal Model for Grouped Survival Data

TL;DR: In this paper, the generalized log-normal model was proposed as an alternative model for discrete survival data, which is extended in this article for grouped survival data. But, there may be situations in which none of the models are adequate for a particular data set.

A Cox-based Model for Predicting the Risk of Cardiovascular Disease

TL;DR: A 10-year CVD risk model based on multiple risk factors was developed in which heart rate was identified as one of the novel contributing risk factors, and achieved an acceptable discrimination and calibration with C-index being 0.71 from the validation dataset.
Dissertation

Penalised maximum likelihood estimation for multi-state models

TL;DR: In this article, the authors proposed a method to estimate multi-state models with splines for interval-censored data using a penalised maximum likelihood method, which allows for parametric and semiparametric hazards specifications.
References
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Mineral Metabolism, Mortality, and Morbidity in Maintenance Hemodialysis

TL;DR: Hyperphosphatemia and hyperparathyroidism were significantly associated with all-cause, cardiovascular, and fracture-related hospitalization, and the population attributable risk percentage for disorders of mineral metabolism was 17.5%, owing largely to the high prevalence of hyperph phosphatemia.
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Overall Survival and Updated Results for Sunitinib Compared With Interferon Alfa in Patients With Metastatic Renal Cell Carcinoma

TL;DR: Sunitinib demonstrates longer overall survival compared with IFN-alpha plus improvement in response and progression-free survival in the first-line treatment of patients with metastatic RCC, highlighting an improved prognosis in patients with RCC in the era of targeted therapy.
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Survival and Prognostic Stratification of 670 Patients With Advanced Renal Cell Carcinoma

TL;DR: Five prognostic factors for predicting survival were identified and used to categorize patients with metastatic RCC into three risk groups, for which the median survival times were separated by 6 months or more.