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A comparison of normalization methods for high densityoligonucleotide array data based on variance and bias

Bioinformatics · 2003 · Vol. 19(2) · pp. 185–193
Benjamin M. BolstadRafael A. IrizarryMagnus ÅstrandTerence P. Speed

Abstract

Additional figures may be found at http://www.stat.berkeley.edu/~bolstad/normalize/index.html

Gene expression and cancer classificationMolecular Biology Techniques and ApplicationsSingle-cell and spatial transcriptomicsBioconductorNormalization (sociology)Computer scienceR packageData miningSoftwareAlgorithmLinear scaleStatisticsPattern recognition (psychology)

MeSH terms

AlgorithmsCalibrationModels, GeneticQuality ControlStochastic ProcessesMolecular ProbesSequence Analysis, DNANonlinear DynamicsOligonucleotide Array Sequence Analysis
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References
Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting
Journal of the American Statistical Association · 1988 · 5,429 citations
Modern Applied Statistics with S-Plus.
Biometrics · 1996 · 3,033 citations
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