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Bell Laboratories Inc robust multiarray average algorithm
Robust Multiarray Average Algorithm, supplied by Bell Laboratories Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/robust+multiarray+analysis+algorithm/robust+multiarray+average+algorithm/pmc05103902-107-19-37
Average 90 stars, based on 1 article reviews
robust multiarray average algorithm - by Bioz Stars, 2026-09
90/100 stars

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Expressing:

Article Title: Analysis of the molecular mechanism of osteosarcoma using a bioinformatics approach
Article Snippet: The pre-processing of raw expression data, including background correction, quantile normalization and probe summarization, was performed using the robust multiarray average ( 15 ) algorithm with application of the Affymetrix package in the R statistical software program (Bell Laboratories Inc., Madison, WI, USA) ( 16 ) and Affymetrix annotation files supplied by the Brain Array Lab (Microarray Lab, University of Michigan, Ann Arbor, MI, USA).

Article Title: Analysis of the molecular mechanism of osteosarcoma using a bioinformatics approach
Article Snippet: Data pre-processing and analysis of DEGs The pre-processing of raw expression data, including background correction, quantile normalization and probe summarization, was performed using the robust multiarray average ( 15 ) algorithm with application of the Affymetrix package in the R statistical software program (Bell Laboratories Inc., Madison, WI, USA) ( 16 ) and Affymetrix annotation files supplied by the Brain Array Lab (Microarray Lab, University of Michigan, Ann Arbor, MI, USA).

Software:

Article Title: Analysis of the molecular mechanism of osteosarcoma using a bioinformatics approach
Article Snippet: The pre-processing of raw expression data, including background correction, quantile normalization and probe summarization, was performed using the robust multiarray average ( 15 ) algorithm with application of the Affymetrix package in the R statistical software program (Bell Laboratories Inc., Madison, WI, USA) ( 16 ) and Affymetrix annotation files supplied by the Brain Array Lab (Microarray Lab, University of Michigan, Ann Arbor, MI, USA).

Article Title: Analysis of the molecular mechanism of osteosarcoma using a bioinformatics approach
Article Snippet: Data pre-processing and analysis of DEGs The pre-processing of raw expression data, including background correction, quantile normalization and probe summarization, was performed using the robust multiarray average ( 15 ) algorithm with application of the Affymetrix package in the R statistical software program (Bell Laboratories Inc., Madison, WI, USA) ( 16 ) and Affymetrix annotation files supplied by the Brain Array Lab (Microarray Lab, University of Michigan, Ann Arbor, MI, USA).

Microarray:

Article Title: Analysis of the molecular mechanism of osteosarcoma using a bioinformatics approach
Article Snippet: The pre-processing of raw expression data, including background correction, quantile normalization and probe summarization, was performed using the robust multiarray average ( 15 ) algorithm with application of the Affymetrix package in the R statistical software program (Bell Laboratories Inc., Madison, WI, USA) ( 16 ) and Affymetrix annotation files supplied by the Brain Array Lab (Microarray Lab, University of Michigan, Ann Arbor, MI, USA).

Article Title: Analysis of the molecular mechanism of osteosarcoma using a bioinformatics approach
Article Snippet: Data pre-processing and analysis of DEGs The pre-processing of raw expression data, including background correction, quantile normalization and probe summarization, was performed using the robust multiarray average ( 15 ) algorithm with application of the Affymetrix package in the R statistical software program (Bell Laboratories Inc., Madison, WI, USA) ( 16 ) and Affymetrix annotation files supplied by the Brain Array Lab (Microarray Lab, University of Michigan, Ann Arbor, MI, USA).



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