Search results for "Affymetrix GeneChip Operating Software"

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A statistical calibration model for Affymetrix probe level data

2009

Gene expression microarrays allow a researcher to measure the simultaneous response of thousands of genes to external conditions. Affymetrix GeneChip{ $Ⓡ$} expression array technology has become a standard tool in medical research. Anyway, a preprocessing step is usually necessary in order to obtain a gene expression measure. Aim of this paper is to propose a calibration method to estimate the nominal concentration based on a nonlinear mixed model. This method is an enhancement of a method proposed in Mineo et al. (2006). The relationship between raw intensities and concentration is obtained by using the Langmuir isotherm theory.

Mixed modelNonlinear systemMeasure (data warehouse)Calibration (statistics)Computer scienceLevel dataPreprocessorAffymetrix GeneChip Operating SoftwareSettore SECS-S/01 - StatisticaAlgorithmCalibration models microarray data pre-processingExpression (mathematics)
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