Modelling Survival Data in Medical Research
By D. Collett. 2014
1,195 citations recorded by the source corpus.
Some non-parametric procedures. Modelling survival data. The Cox Regression Model. Design of clinical trials. Some other models for survival data. Model checking. Time dependent co-variates. Interval censored survival data. Multi-state survival models. Some additional topics. Use of computer software in survival analysis. Appendices: Example data sets. Maximum liklihood estimation score statistics and information. GLIM macros for survival analysis.
Subfields: Artificial Intelligence, Health Information Management, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/d1fe974f61c9cf39feebcf7dda2b6fd0ca9c942d
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In Artificial Intelligence
- Raoul A. Mulder
- Stephen J. Richards
- A. Cockburn
- E. Solberg
- Richard S. Taylor
- P. Kube
- W. Müller
- N. Elliott
In Health Information Management
- Raoul A. Mulder
- Stephen J. Richards
- A. Cockburn
- E. Solberg
- Richard S. Taylor
- P. Kube
- W. Müller
- N. Elliott
In Statistics and Probability
- Raoul A. Mulder
- Stephen J. Richards
- A. Cockburn
- E. Solberg
- Richard S. Taylor
- P. Kube
- W. Müller
- N. Elliott
Citations in the corpus
- Gill observations in Atlantic salmon (Salmo salar, L.) during repeated amoebic gill disease (AGD) field exposure and survival challenge (2009, methodology): “As the curves appeared to satisfy the proportional hazard assumption, differences between them were tested non-parametrically using the log-rank (or Mantel–Cox) test (Collett, 1994).”
- Divorce, dispersal and incest avoidance in the cooperatively breeding superb fairy-wren Malurus cyaneus (2003, methodology): “This increased the divorce rate to one third of all relationships after 1000 days (Fig. 3). Because survival models used are most robust when the log-transformed survival data are linear ( Collett 1994 ), we distinguished between early divorce (affecting relationships persisting Fig. 2. The number o”
- Age-specific harvest mortality in a Norwegian moose Alces alces population (2000, methodology): “We used the Akaike Information Criterion (AIC) to select the 'best' model ( Collet 1994 ).”
- A handbook of parametric survival models for actuarial use (2012, methodology): “Survival models are widely used in the analysis of medical trials (Collett ( 2003 )).”