Regression Models and Life-Tables

The analysis of censored failure times is considered. It is assumed that on each individual are available values of one or more explanatory variables. The hazard function (age-specific failure rate) is taken to be a function of the explanatory variables and unknown regression coefficients multiplied...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Journal of the Royal Statistical Society. Series B (Methodological). - Royal Statistical Society, 1948. - 34(1972), 2, Seite 187-220
1. Verfasser: Cox, D. R. (VerfasserIn)
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 1972
Zugriff auf das übergeordnete Werk:Journal of the Royal Statistical Society. Series B (Methodological)
Schlagworte:Life Table Hazard Function Age-Specific Failure Rate Product Limit Estimate Regression Conditional Inference Asymptotic Theory Censored Data Two-Sample Rank Tests Medical Applications mehr... Reliability Theory Accelerated Life Tests Social sciences Mathematics Information science Health sciences
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520 |a The analysis of censored failure times is considered. It is assumed that on each individual are available values of one or more explanatory variables. The hazard function (age-specific failure rate) is taken to be a function of the explanatory variables and unknown regression coefficients multiplied by an arbitrary and unknown function of time. A conditional likelihood is obtained, leading to inferences about the unknown regression coefficients. Some generalizations are outlined. 
650 4 |a Life Table 
650 4 |a Hazard Function 
650 4 |a Age-Specific Failure Rate 
650 4 |a Product Limit Estimate 
650 4 |a Regression 
650 4 |a Conditional Inference 
650 4 |a Asymptotic Theory 
650 4 |a Censored Data 
650 4 |a Two-Sample Rank Tests 
650 4 |a Medical Applications 
650 4 |a Reliability Theory 
650 4 |a Accelerated Life Tests 
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650 4 |a Mathematics  |x Pure mathematics  |x Probability theory  |x Probabilities  |x Conditional probabilities 
650 4 |a Mathematics  |x Applied mathematics  |x Statistics 
650 4 |a Mathematics  |x Applied mathematics  |x Analytics  |x Analytical estimating  |x Maximum likelihood estimation 
650 4 |a Mathematics  |x Applied mathematics  |x Statistics  |x Actuarial science 
650 4 |a Health sciences  |x Health and wellness  |x Public health  |x Epidemiology 
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