Search results with tag "Microarray"
limma: Linear Models for Microarray Data - Bioconductor
bioconductor.orgLIMMA is a library for the analysis of gene expression microarray data, especially the use of linear models for analysing designed experiments and the assessment of differential expression. LIMMA provides the ability to analyse comparisons between many RNA targets simultaneously in arbitrary complicated designed experiments.
Sparsity and smoothness via the fused lasso
web.stanford.edumicroarray data in this paper. ... We begin with a standard linear model yi = j xij ... do not produce sparse models. Subset selection does produce sparse models but is not a convex operation; best subsets selection is combinatorial and is not practical for p>30 or so.
limma Linear Models for Microarray and RNA-Seq Data …
www.bioconductor.orgFunctions for reading and pre-processing expression data from Illumina BeadChips were intro-duced in limma 3.0.0. See the case study in Section 17.3 for an example of these. Limma can also be used in conjunction with the vst or beadarray packages for pre-processing Illumina data.
Rui Jiang Xuegong Zhang Michael Q. Zhang Editors Basics of ...
courses.cs.ut.eeModels (HMMs). Of course the basics of Markov chains must also be covered. The Metropolis-Hastings algorithm, Monte Carlo Markov chains (MCMC), and Gibbs sampling are carefully presented. Then these ideas find application in the analysis of microarray data. Here the challenging aspects of multiple hypothesis testing
Product Catalog 2009 – 2010
www.mediline.siSample Management Components Services & Consumables Microplate Readers & Washers / Microarray products Microplate readers Infinite® 200 …
Microarray Analysis - The Basics
faculty.ucr.eduMicroarray Analysis The Basics Thomas Girke December 9, 2011 Microarray Analysis Slide 1/42. Technology Challenges ... Comparisons with minimum number of variables Sample selection: maximum number of expressed genes ... to force the distribution of all ratios to have a median (mean) of 1 or the log-ratios to have a median (mean) of 0. ...
Microarray - chem-agilent.com
www.chem-agilent.com遺伝子発現・miRNAマイクロアレイの特長 5 桁にわたる幅広いダイナミックレンジでプロファイル アジレントの RNA 発現解析用マイクロアレイは、データ生成に関わる全てのプロセスの徹底的な最適化により、ノイズを 分離して、5 桁にわたる広いダイナミックレンジでのシグナル検出 …