Use of regression methods to identify motifs that modulate germline transcription in Drosophila melanogaster
GENETICS RESEARCH, 83(3), 177–188.
MeSH headings : Animals; Binding Sites / genetics; DNA / genetics; DNA / metabolism; Decision Trees; Drosophila melanogaster / genetics; Gene Expression Regulation / genetics; Linear Models; Models, Genetic; Regression Analysis; Regulatory Sequences, Nucleic Acid / genetics; Sex Factors; Transcription Factors / genetics; Transcription Factors / metabolism
TL;DR:
A regression tree model provides a grouping of independent variables into multiple linear models, an advantage over a single multivariate model, and suggests binding sites for cooperating factors in sex-specific expression, as well as a way of combining smaller motifs into larger binding sites.
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