Survival Analysis With High-Dimensional Covariates.Statistical Methods In Medical Researc

Survival analysis with high-dimensional covariates …

https://pubmed.ncbi.nlm.nih.gov/19654171/

Survival analysis with high-dimensional covariates

https://journals.sagepub.com/doi/10.1177/0962280209105024

Due to the high dimensionality of this data, most classical statistical methods for survival analysis cannot be applied directly. Here, we review a number of …

Survival analysis with high-dimensional covariates

https://journals.sagepub.com/doi/abs/10.1177/0962280209105024

Witten D., Tibshirani R. Covariance-regularized regression and classification for high-dimensional problems. Journal of the Royal Statistical Society: Series B, 2009; …

High-Dimensional Survival Analysis: Methods and …

https://arxiv.org/pdf/2205.02948v1

key concepts and notation in survival analysis and introduce the necessary perquisites on which much of the subsequent literature is built. In Section 3, we survey current …

Survival analysis with high-dimensional covariates.

https://europepmc.org/article/MED/19654171

Survival analysis with high-dimensional covariates. ... Statistical Methods in Medical Research, 04 Aug 2009, 19(1): 29-51 ... Due to the high …

A comparison of machine learning methods for survival …

https://www.nature.com/articles/s41598-020-77220-w

Posterl et al. 13 investigated survival analysis of heterogeneous, high-dimensional medical data, but focussed on feature extraction, rather than feature …

Survival analysis with high-dimensional covariates

https://www.semanticscholar.org/paper/Survival-analysis-with-high-dimensional-covariates-Witten-Tibshirani/ba57281966bb1882969fa3312464aa9d69f8239b

Survival analysis with high-dimensional covariates. D. Witten, R. Tibshirani. Published 1 February 2010. Biology. Statistical Methods in Medical …

High-Dimensional Survival Analysis: Methods and …

https://arxiv.org/abs/2205.02948

In the era of precision medicine, time-to-event outcomes such as time to death or progression are routinely collected, along with high-throughput covariates. …

High-Dimensional Survival Analysis: Methods and …

https://www.annualreviews.org/doi/abs/10.1146/annurev-statistics-032921-022127

In the era of precision medicine, time-to-event outcomes such as time to death or progression are routinely collected, along with high-throughput covariates. These high …

Survival analysis with high-dimensional covariates

https://www.researchgate.net/publication/26716406_Survival_analysis_with_high-dimensional_covariates

In order to overcome the p ≫ n problem while modeling survival in high dimensional data, a number of methods including discrete feature selection using …