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1. Likelihood based inference in data privacy and other discrete missing data problems.

open_access
Open Access
Author:
Karwa, Vishesh
Title:
Likelihood based inference in data privacy and other discrete missing data problems.
Graduate Program:
Statistics
Keywords:
Missing Data
Likelihood
Privacy
networks
discrete data
File:
Download VisheshKarwa-Dissertation.pdf
Committee Members:
Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Member
David Russell Hunter, Committee Member
Adam Smith, Special Member

2. 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
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