Predicting Quantitative Outcomes of Patients Using Longitudinal Gene Expression
By: Yuping Zhang and Zhengqing Ouyang
Open Access
|Dec 2014Abstract
We present a new statistical method using longitudinal gene expression to predict quantitative outcomes of patients. Through simulations and application on a dataset of burn patients, the proposed method outperforms prediction methods using gene expression from individual time points or simply combining them together.
DOI: https://doi.org/10.4038/sljastats.v5i4.7787 | Journal eISSN: 2424-6271
Language: English
Page range: 117 - 126
Published on: Dec 14, 2014
Published by: The Institute of Applied Statistics, Sri Lanka
In partnership with: Paradigm Publishing Services
© 2014 Yuping Zhang, Zhengqing Ouyang, published by The Institute of Applied Statistics, Sri Lanka
This work is licensed under the Creative Commons License.