Comparing Treatments, Adjusting for Competing Risks

作者: M. L. Moeschberger

DOI: 10.1007/978-3-642-93118-5_18

关键词:

摘要: Often some concomitant information about the experimental units in a study accompanies usual survival time information. This may identify with two or more treatment groups (in which case, indicator variables are usually employed) and/or enter certain well-defined characteristics need to be considered evaluating functions. paper is concerned incorporating such into one’s analysis when there k(>1) competing causes of failure. The theoretical lifetimes associated each cause assumed independent. Two different approaches - viz., i) assuming hazard rates arbitrary and ii) underlying life distributions completely specified apart from unknown parameters. methods discussed this treated detail monograph by David Moeschberger (1978).

参考文章(12)
H. A. David, The theory of competing risks ,(1978)
R. L. PRENTICE, Exponential survivals with censoring and explanatory variables Biometrika. ,vol. 60, pp. 279- 288 ,(1973) , 10.1093/BIOMET/60.2.279
J. D. KALBFLEISCH, R. L. PRENTICE, Marginal likelihoods based on Cox's regression and life model Biometrika. ,vol. 60, pp. 267- 278 ,(1973) , 10.1093/BIOMET/60.2.267
Marvin Glasser, Exponential Survival with Covariance Journal of the American Statistical Association. ,vol. 62, pp. 561- 568 ,(1967) , 10.1080/01621459.1967.10482929
N. Breslow, Covariance Analysis of Censored Survival Data Biometrics. ,vol. 30, pp. 89- 99 ,(1974) , 10.2307/2529620
Polly Feigl, Marvin Zelen, Estimation of exponential survival probabilities with concomitant information. Biometrics. ,vol. 21, pp. 826- 838 ,(1965) , 10.2307/2528247
M. L. Moeschberger, H. A. David, Life Tests under Competing Causes of Failure and the Theory of Competing Risks Biometrics. ,vol. 27, pp. 909- ,(1971) , 10.2307/2528828