Generalised linear models for correlated pseudo-observations, with applications to multi-state models
BiometrikaPublished 1 March 2003
Per Kragh Andersen
Citations261
SJR quartileQ1
SJR score3.60
SNIP2.67
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
Abstract
Journal Article Generalised linear models for correlated pseudo‐observations, with applications to multi‐state models Get access Per Kragh Andersen, Per Kragh Andersen Search for other works by this author on: Oxford Academic Google Scholar John P. Klein, John P. Klein Search for other works by this author on: Oxford Academic Google Scholar Susanne Rosthøj Susanne Rosthøj Search for other works by this author on: Oxford Academic Google Scholar Biometrika, Volume 90, Issue 1, March 2003, Pages 15–27, https://doi.org/10.1093/biomet/90.1.15 Published: 01 March 2003
Keywords
Mathematics
An Introduction to the Bootstrap
39,744 Citations1994Bradley Efron, Robert Tibshirani
BiometrikaLongitudinal data analysis using generalized linear models
18,123 Citations1986Kung‐Yee Liang, Scott L. Zeger
BiometricsLongitudinal Data Analysis for Discrete and Continuous Outcomes
7,834 Citations1986Scott L. Zeger, Kung‐Yee Liang
A class of generalized estimating equations (GEEs) for the regression parameters is proposed, extensions of those used in quasi-likelihood methods which have solutions which are consistent and asymptotically Gaussian even when the time dependence is misspecified as the authors often expect.
Journal of the American Statistical AssociationGeneralized Linear Models (2nd ed.).
4,940 Citations1993Terry M. Therneau, Peter McCullagh +1 more
A class of statistical models that generalizes classical linear models-extending them to include many other models useful in statistical analysis, of particular interest for statisticians in medicine, biology, agriculture, social science, and engineering.
Wiley StatsRef: Statistics Reference OnlineGeneralized Additive Models
3,175 Citations2014Trevor Hastie, Robert Tibshirani
PopulationStatistical Models Based on Counting Processes
2,914 Citations1997Xavier Bry, Per Kragh Andersen +4 more
Journal of the American Statistical AssociationInference for Events with Dependent Risks in Multiple Endpoint Studies
226 Citations1991Margaret S. Pepe
Statistics in MedicinePlotting summary predictions in multistate survival models: Probabilities of relapse and death in remission for bone marrow transplantation patients
103 Citations1993John P. Klein, Niels Keiding +1 more
This work illustrates procedures on data from a multicentre bone marrow transplantation study, with death while in remission and relapse as terminal events and recovery of the patients's platelets to a normal level and the onset of acute graft-versus-host disease as intermediate events using Cox regression models throughout.
Statistics in MedicineA qualifier Q for the survival function to describe the prevalence of a transient condition
67 Citations1991Margaret S. Pepe, Gary Longton +1 more
An estimator of the prevalence of a transient condition among surviving patients using right censored data is proposed and is contrasted with estimators derived from Markov and semi-Markov models.
BiometricsRobust Inference for Event Probabilities with Non-Markov Event Data
62 Citations2002David V. Glidden
This article considers nonparametric estimation of the vector of probabilities of state membership at time t, and develops robust confidence bands for these curves via simulation, and illustrates the method on two datasets.
Statistics in MedicineAssessing the influence of reversible disease indicators on survival
58 Citations1991Per Kragh Andersen, Lars Sommer Hansen +1 more
In a randomized clinical trial of the effect of prednisone versus placebo on survival in patients with liver cirrhosis, follow-up visits were scheduled after 3, 6 and 12 months of treatment and thereafter once a year for the interaction between treatment and prothrombin index.
British Journal of HaematologySummary curves for patients transplanted for chronic myeloid leukaemia salvaged by a donor lymphocyte infusion: the current leukaemia‐free survival curve
46 Citations2000John P. Klein, Niels Keiding +3 more
Two statistical methods for estimating the probability that a patient is alive and in remission at a given time after transplant are discussed and a new summary probability, called the current leukaemia‐free survival (CLFS), is proposed.
