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Start Over Committee Member Ephraim Mont Hanks

71. New Statistical Tools for Independence and Conditional Independence

open_access
Open Access
Author:
Cai, Zhanrui
Title:
New Statistical Tools for Independence and Conditional Independence
Graduate Program:
Statistics (PHD)
Keywords:
Online leaerning
dimension reduction
test of independence
test of conditional independence
causal discovery
File:
Download Zhanrui.pdf
Committee Members:
Bharath Kumar Sriperumbudur, Major Field Member
Yanyuan Ma, Major Field Member
Bing Li, Major Field Member
Ming Wang, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Mont Hanks, Program Head/Chair

72. Statistical Methods in Single Cell and Spatial Transcriptomics Data

open_access
Open Access
Author:
Singh, Roopali
Title:
Statistical Methods in Single Cell and Spatial Transcriptomics Data
Graduate Program:
Statistics (PHD)
Keywords:
Single cell
Spatial Transcriptomics
Missing Data
Reproducibility
Bayesian NMF
Variational Inference
EM Algorithm
File:
Download RoopaliSingh_Dissertation.pdf
Committee Members:
Dajiang Liu, Outside Unit & Field Member
Xiang Zhu, Major Field Member
Qunhua Li, Major Field Member & Dissertation Advisor
Ephraim Hanks, Chair of Committee
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies

74. Novel methods and application of Bayesian hierarchical regression models

open_access
Open Access
Author:
Zhang, Amy
Title:
Novel methods and application of Bayesian hierarchical regression models
Graduate Program:
Statistics (PHD)
Keywords:
Bayesian models
Bayesian hierarchical regression
Approximate cross-validation
Information pooling
Statistics
File:
Download Thesis_AZhang_1005.pdf
Committee Members:
David Hunter, Major Field Member
Xiaoyue Niu, Major Field Member
C Lee Giles, Outside Unit & Field Member
Le Bao, Chair & Dissertation Advisor
Ephraim Mont Hanks, Program Head/Chair
Michael J. Daniels, Special Member