Search

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