Screening large-scale association study data [electronic resource] : exploiting multi-gene interactions with random forests / Kathryn Lunetta [and] Yan Meng.
Material type:
FilmSeries: Henry Stewart talksBiomedical & life sciences collection. Genetic epidemiology II : latest developments: Publisher: London : Henry Stewart Talks, 2007Description: 1 online resource (1 streaming video file (39 min.) : color, sound)Subject(s): Genetic Predisposition to Disease -- epidemiologyOnline resources: Click here to access online | Series Animated audio-visual presentation with synchronized narration.
Title from title frames.
Contents: Screening association studies with a two-stage approach -- Multiplicative models with heterogeneity -- Random forest analysis -- Random forest variable importance -- Power -- Effect of linkage disequilibrium -- Genome-wide association studies -- Computational issues.
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Mode of access: World Wide Web.