Measurement Error Microarray

Measurement error in independent variable - part 1

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NORMALIZATION AND SYSTEMATIC MEASUREMENT ERROR IN cDNA MICROARRAY DATA David B. Finkelstein 1, Jeremy Gollub , J. Michael Cherry2 1Carnegie Institution of.

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However, microarray experiments generate data that contain errors, which arise from various sources, such that the noise may significantly distort the real signal. Experimental error can be classified into two categories: systematic error and random error. The former reflects the accuracy of measurements, while the latter.

Microarray experiments quantify expression levels on a global scale by measuring tran-. measurement error on estimating parameters in parametric variance models.

However, there is no reason to suspect that measurement errors cause false positives unless the measurement error in microarrays is not random but systematic. Moreover, it would have to be systematic in a manner such that, under.

National Academy of Sciences. To examine the statistical reliability of measurements from DNA microarrays, an error measurement of transcript levels.

Denote the resulting estimator by ĝN, and note that the measurement error in Ȳi, · as an estimator of Xi has been ignored. One natural question is whether or not ĝ N is consistent. In the remainder of this article, we assume that the Xi are independent and identically.

Survival Analysis of Microarray Data With Microarray. – ABSTRACT Microarray technology is essentially a measurement tool for measuring expressions of genes, and this measurement is subject to measurement error.

Data from Spotted DNA Microarrays Measurement Errors in Gene Expression Data from Spotted DNA Microarrays. Uncertain knowledge + Knowledge of the amount of.

NORMALIZATION AND SYSTEMATIC MEASUREMENT ERROR IN cDNA MICROARRAY DATA David B. Finkelstein 1, Jeremy Gollub , J. Michael Cherry2 1Carnegie Institution of Washington.

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The error component has confounding effects due to background noise, cross hybridization, noise during scanning etc. The objective in error modeling is to estimate the error component for specific microarray technology. Depend- ing on the measurement information avail- able from the image analysis software, usu-.

dwijesh chandra mishra published: measurement errors in microarray experiments

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