The focus of this thesis is on evaluating, designing, and applying statistical methods that elucidate molecular mechanisms by seeking to understand the pathways that contribute to disease. Chapter 1 introduces the field and motivates the work in this thesis. Chapters 2, 3, and 4 describe original work. Chapter 5 recapitulates...
Gene regulatory networks contain multiple components including microRNAs (miRNAs) that coordinate regulation of genes to produce higher level cell functions. miRNAs are small non-coding RNA molecules that modulate gene expression post-transcriptionally by binding to short target motifs on mRNA transcripts to down-regulate target genes. Because miRNA regulation of genes is...