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Filtering by: Creator Lyu, Jiahui Keyword dynamic predictions Keyword mixed effect estimation Resource type Dissertation

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1. Risk Prediction with Longitudinal Gene Expression Data Using Statistical and Machine Learning Method

Description:: With the advancement of high-throughput sequencing technology, it has become much easier to extract gene expression data and to discover gene-disease associations more efficiently. Longitudinal gene expression data offer more insight into expression patterns for distinct patient groups compared to cross-sectional data. For instance, patients diagnosed with subclinical acute rejections...
Keyword:: mixed effect estimation, Empirical Bayes, two-stage modeling, and dynamic predictions
Subject:: Statistics
Creator:: Lyu, Jiahui
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 05/31/2023
Date Created:: 2023-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_982900 and http://dissertations.umi.com/northwestern:16506