Index Catalog // Emory Theses and Dissertations

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Novel Machine Learning Methods for Genomic Data Analysis

About this Dissertation
Student Name:	Wang, Shiyu
Date Uploaded:	04/18/2024
Research Field:	Artificial Intelligence, Biology, Biostatistics, and Statistics
Department or Specialty:	Biostatistics

Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis

About this Master's Thesis
Student Name:	Li, Yiheng
Date Uploaded:	07/07/2021
Research Field:	Biology, Neuroscience, Statistics, and Biology, Biostatistics
Department or Specialty:	Biostatistics

Statistical Modeling and Learning in Single Cell RNA Sequencing Data

About this Dissertation
Student Name:	Su, Kenong
Date Uploaded:	04/20/2021
Research Field:	Computer Science and Statistics
Department or Specialty:	Computer Science and Informatics

Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

About this Master's Thesis
Student Name:	Song, Weishan
Date Uploaded:	04/21/2020
Research Field:	Biology, Biostatistics and Statistics
Department or Specialty:	Biostatistics

Quantitative trait locus analysis of molecular phenotypes in the GTEx cohort

About this Master's Thesis
Student Name:	Zhao, Chen
Date Uploaded:	04/16/2020
Research Field:	Statistics
Department or Specialty:	Biostatistics

Network-Based Machine Learning Methods for Omics Data

About this Dissertation
Student Name:	Kong, Yunchuan
Date Uploaded:	02/27/2020
Research Field:	Biology, Bioinformatics, Statistics, and Computer Science
Department or Specialty:	Biostatistics

Development of Statistical Methods for Multiple-Hypotheses Testing

About this Dissertation
Student Name:	Li, Yunxiao
Date Uploaded:	11/03/2019
Research Field:	Statistics and Biology, Biostatistics
Department or Specialty:	Biostatistics