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Journal of Statistical Software, ISSN 1548-7660, 2011, Volume 39, Issue 5, pp. 1 - 13
We introduce a pathwise algorithm for the Cox proportional hazards model, regularized by convex combinations of l(1) and l(2) penalties (elastic net). Our... 
Elastic net | Cox model | Survival | Lasso | REGRESSION | GENE-EXPRESSION DATA | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | lasso | survival | STATISTICS & PROBABILITY | elastic net | GENERALIZED LINEAR-MODELS | VARIABLE SELECTION
Journal Article
2012, Monographs on statistics and applied probability, ISBN 1439835330, Volume 123, xvi, 234
Book
International Journal of Approximate Reasoning, ISSN 0888-613X, 12/2018, Volume 103, pp. 195 - 211
Cox's proportional hazards (CPH) model is quite likely the most popular modeling technique in survival analysis. While the CPH model is able to represent a... 
Cox's proportional hazard model | Bayesian network | SURVIVAL | PROGNOSTIC MODELS | PARAMETERS | TERM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | PREDICTION | REGISTRY
Journal Article
2008, Statistics for biology and health, ISBN 0387728341, xvii, 316
Readers will find in the pages of this book a treatment of the statistical analysis of clustered survival data. Frailty models provide a powerful tool to... 
Statistics | Clinical & internal medicine | Biometrics | Statistics for Life Sciences, Medicine, Health Sciences | Cancer Research | Simulation and Modeling | Infectious Diseases | Epidemiology
Book
Journal of Physics: Conference Series, ISSN 1742-6588, 05/2018, Volume 1025, Issue 1, p. 12121
Conference Proceeding
European Journal of Operational Research, ISSN 0377-2217, 2004, Volume 157, Issue 1, pp. 196 - 217
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2002, Volume 30, Issue 1, pp. 74 - 99
Journal Article
Statistics and Probability Letters, ISSN 0167-7152, 04/2018, Volume 135, pp. 20 - 25
We propose a method to screen group variables under the high dimensional group variable setting for the proportional hazards model. We study the sure screening... 
High dimensional data | Joint screening | Sure screening property | Proportional hazards model | STATISTICS & PROBABILITY | COX REGRESSION
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 12/2017, Volume 46, Issue 23, pp. 11575 - 11590
Missing covariate data are common in biomedical studies. In this article, by using the non parametric kernel regression technique, a new imputation approach is... 
Missing covariate data | Imputation | 62N01 | Cox-proportional hazard model | Missing at random | Kernel regression | COX REGRESSION-MODEL | ESTIMATORS | STATISTICS & PROBABILITY | Economic models | Regression models | Statistical analysis | Computer simulation | Asymptotic properties | Estimating techniques | Regression analysis | Statistical inference
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 10/2014, Volume 109, Issue 508, pp. 1636 - 1646
Journal Article
by Fang, EX and Ning, Y and Liu, H
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, ISSN 1369-7412, 11/2017, Volume 79, Issue 5, pp. 1415 - 1437
The paper considers the problem of hypothesis testing and confidence intervals in high dimensional proportional hazards models. Motivated by a geometric... 
Censored data | Survival analysis | B-CELL LYMPHOMA | COX REGRESSION-MODEL | High dimensional inference | Sparsity | LASSO | STATISTICS & PROBABILITY | VARIABLE SELECTION | EXPRESSION | Proportional hazards model | LARGE-SAMPLE
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 12/2018, Volume 128, pp. 354 - 366
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8754, pp. 238 - 253
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 05/2015, Volume 65, Issue 3, pp. 1 - 20
The R package simPH provides tools for effectively communicating results from Cox proportional hazard (PH) models, including models with interactive and... 
Hazard ratios | Cox proportional hazard models | Splines | Time-varying | Nonlinearity | Time interactions | Visual weighting | EVENT HISTORY ANALYSIS | hazard ratios | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | visual weighting | NONPROPORTIONAL HAZARDS | nonlinearity | RESIDUALS | STATISTICS & PROBABILITY | time-varying | splines | time interactions
Journal Article
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