Covariate dimension reduction for survival data via the Gaussian process latent variable model.

Barrett, James E

Covariate dimension reduction for survival data via the Gaussian process latent variable model. [electronic resource] - Statistics in medicine Apr 2016 - 1340-53 p. digital

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

1097-0258

10.1002/sim.6784 doi


Biostatistics
Breast Neoplasms--genetics
Computer Simulation
Data Interpretation, Statistical
Female
Gene Expression Profiling--statistics & numerical data
Humans
Machine Learning
Models, Statistical
Multivariate Analysis
Nonlinear Dynamics
Normal Distribution
Oligonucleotide Array Sequence Analysis--statistics & numerical data
Proportional Hazards Models
Survival Analysis