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dc.contributor.author陳淑慎en_US
dc.contributor.authorChen, Shu-Shenen_US
dc.contributor.author黃冠華en_US
dc.contributor.authorHuang, Guan-Huaen_US
dc.date.accessioned2014-12-12T01:30:55Z-
dc.date.available2014-12-12T01:30:55Z-
dc.date.issued2008en_US
dc.identifier.urihttp://140.113.39.130/cdrfb3/record/nctu/#GT079626511en_US
dc.identifier.urihttp://hdl.handle.net/11536/42671-
dc.description.abstract收集在網路資料庫公開發表過型號為HGU-133A的艾菲爾基因晶片，挑選無患病的一般正常晶片集合成晶片參考集合，利用R的套裝軟體refPlus預處理新的目標晶片，無須再一次同時預處理晶片參考集合和新目標晶片，並使用bar code的原則挑選一些代表基因和簡易學生T檢定方法建立六種不同的分類方法，比較我們所建立的分類法與PAM分類法之晶片分類能力優劣。zh_TW
dc.description.abstractWe collect published Affymetrix GeneChip HGU-133A arrays from AE(ArrayExpress) and GEO (Gene Expression Omnibus), and select normal control arrays to build up a reference set. R package RefPlus is used to preprocess new target arrays without re-preprocessing them along with the reference set together again. We pick up some “representative” genes through the idea of bar code and build up six classifiers by simple t tests. We then compare the classification abilities between our six classifiers and PAM.en_US
dc.language.isoen_USen_US
dc.subject微陣列晶片zh_TW
dc.subject艾菲爾基因晶片zh_TW
dc.subjectbar codezh_TW
dc.subjectRefPluszh_TW
dc.subjectMicroarrayen_US
dc.subjectAffymetrix GeneChipen_US
dc.subjectbar codeen_US
dc.subjectRefPlusen_US
dc.title使用晶片參考資料庫及簡易學生T檢定之基因表現晶片預測分析zh_TW
dc.titlePrediction analysis for gene expression microarrays using a reference set and simple t testen_US
dc.typeThesisen_US
dc.contributor.department統計學研究所zh_TW
Appears in Collections:Thesis


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