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Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 11/2017, Volume 46, Issue 10, pp. 7894 - 7908
We study a general class of piecewise Cox models. We discuss the computation of the semi-parametric maximum likelihood estimates (SMLE) of the parameters, with... 
Cox model | Semi-parametric MLE | Primary 62 G07 | Time-dependent covariates | Secondary 62 J99 | STATISTICS & PROBABILITY | TIME | PROPORTIONAL HAZARDS MODEL | Economic models | Parameter estimation | Mathematical models | Maximum likelihood estimates | Computer simulation | Estimators
Journal Article
Biometrika, ISSN 0006-3444, 6/2012, Volume 99, Issue 2, pp. 379 - 392
Journal Article
Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 08/2019, Volume 68, Issue 4, pp. 985 - 1005
Journal Article
Journal of University of Science and Technology of China, ISSN 0253-2778, 2017, Volume 47, Issue 3, pp. 255 - 261
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 09/2016, Volume 86, Issue 14, pp. 2727 - 2739
We study the method for generating pseudo random numbers under various special cases of the Cox model with time-dependent covariates when the baseline hazard... 
Cox's model | Secondary: 62 J99 | semi-parametric estimation | Primary: 62 G07 | time-dependent covariates | STATISTICS & PROBABILITY | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | Asymptotic methods | Statistics | Time dependence | Random numbers | Computer simulation | Samples | Mathematical models | Statistical methods | Estimates | Estimators
Journal Article
Journal Article
JOURNAL OF STATISTICAL SOFTWARE, ISSN 1548-7660, 10/2014, Volume 61, Issue CS1, pp. 1 - 23
Survival estimates are an essential compliment to multivariable regression models for time-to-event data, both for prediction and illustration of covariate... 
COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | SAS | Cox proportional-hazards model | survival estimation | STATISTICS & PROBABILITY | time-varying coefficients | time-dependent covariates
Journal Article
Pharmacoepidemiology and Drug Safety, ISSN 1053-8569, 2016, Volume 25, Issue Suppl 1, pp. 114 - 121
Journal Article
International Journal of Medical Engineering and Informatics, ISSN 1755-0653, 2017, Volume 9, Issue 1, pp. 1 - 19
In recent years, the advances in genetic technology have enabled the collection of large amount of genetic information; as a result, analysis tools for... 
Penalised regression | Time-dependent | Prediction errors | Lasso | Nonlinear, survival | AUCs | Cox proportional hazard model | Elastic-net | Ridge | Statistical analysis | Demand analysis | Regression | Genetics | Collection | Mathematical models | Regression analysis | Survival
Journal Article
Pharmacoepidemiology and Drug Safety, ISSN 1053-8569, 2016, Volume 25, Issue Suppl 1, p. 114
BACKGROUND: Observational studies including time-varying treatments are prone to confounding. We compared time-varying Cox regression analysis, propensity... 
bias; collider stratification; confounding; Cox model; inverse probability of treatment weighting; time-dependent propensity score; time-varying treatment; pharmacoepidemiology
Journal Article
Statistics in medicine, ISSN 0277-6715, 3/2018, Volume 37, Issue 6, pp. 914 - 932
Relating time-varying biomarkers of Alzheimer’s disease (AD) to time-to-event using a Cox model is complicated by the fact that AD biomarkers are sparsely... 
time origin | Cox model | survival analysis | delayed entry | left truncation | time-dependent covariates
Journal Article