1. Statistical Methods in Single Cell and Spatial Transcriptomics Data Open Access Author: Singh, Roopali Title: Statistical Methods in Single Cell and Spatial Transcriptomics Data Graduate Program: Statistics Keywords: Single cellSpatial TranscriptomicsMissing DataReproducibilityBayesian NMFVariational InferenceEM Algorithm File: Download RoopaliSingh_Dissertation.pdf Committee Members: Dajiang Liu, Outside Unit & Field MemberXiang Zhu, Major Field MemberQunhua Li, Major Field Member & Dissertation AdvisorEphraim Hanks, Chair of CommitteeEphraim Mont Hanks, Professor in Charge/Director of Graduate Studies