A Discussion of Statistical Methods for Design and Analysis of Microarray Experiments for Plant Scientists

dc.contributor.author Nettleton, Dan
dc.contributor.author Nettleton, Dan
dc.contributor.department Statistics
dc.date 2019-09-12T01:21:06.000
dc.date.accessioned 2020-07-02T06:57:23Z
dc.date.available 2020-07-02T06:57:23Z
dc.date.copyright Sun Jan 01 00:00:00 UTC 2006
dc.date.issued 2006-09-01
dc.description.abstract <p>There is much excitement among biologists and statisticians regarding new high-dimension data sets that have arisen from the application of microarray technology. In statistics, there has been a flurry of activity surrounding the development of new methods for the analysis of such data, and biologists are eager to extract as much information as possible from their substantial investments in microarray experiments. In this article, I offer statistical advice for plant biologists engaged in microarray research. My views are those of a statistician who has been working with scientists on the design and analysis of microarray experiments for the past 5 years. I will describe statistical concepts important for all researchers to understand and present data analysis strategies that I have found useful.</p>
dc.description.comments <p>This article is published as Nettleton, Dan. "A discussion of statistical methods for design and analysis of microarray experiments for plant scientists." <em>The Plant Cell</em> 18, no. 9 (2006): 2112-2121. doi: <a href="https://doi.org/10.1105/tpc.106.041616" target="_blank">10.1105/tpc.106.041616</a>. Copyright American Society of Plant Biologists. Posted with permssion.</p>
dc.format.mimetype application/pdf
dc.identifier archive/lib.dr.iastate.edu/stat_las_pubs/238/
dc.identifier.articleid 1250
dc.identifier.contextkey 14913477
dc.identifier.s3bucket isulib-bepress-aws-west
dc.identifier.submissionpath stat_las_pubs/238
dc.identifier.uri https://dr.lib.iastate.edu/handle/20.500.12876/90552
dc.language.iso en
dc.source.bitstream archive/lib.dr.iastate.edu/stat_las_pubs/238/2006_Nettleton_DiscussionStatistical.pdf|||Fri Jan 14 22:49:51 UTC 2022
dc.source.uri 10.1105/tpc.106.041616
dc.subject.disciplines Design of Experiments and Sample Surveys
dc.subject.disciplines Microarrays
dc.subject.disciplines Plant Sciences
dc.title A Discussion of Statistical Methods for Design and Analysis of Microarray Experiments for Plant Scientists
dc.type article
dc.type.genre article
dspace.entity.type Publication
relation.isAuthorOfPublication 7d86677d-f28f-4ab1-8cf7-70378992f75b
relation.isOrgUnitOfPublication 264904d9-9e66-4169-8e11-034e537ddbca
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