A Probabilistic Model for the Extraction of Expression Levels from Oligonucleotide Arrays

Marta Milo, Alireza Fazeli, Mahesan Niranjan, Neil D. Lawrence
Biochemical Transations, 31(6):1510-1512, 2003.

Abstract

In this work we present a probabilistic model to estimate summaries of Affymetrix GeneChip probe level data. Comparisons with two different models were made both on a publicly available dataset and on a study performed in our laboratory, showing that our model performs better for consistency of fold change.

Cite this Paper

BibTeX
@Article{Milo-probabilistic03, title = {A Probabilistic Model for the Extraction of Expression Levels from Oligonucleotide Arrays}, author = {Milo, Marta and Fazeli, Alireza and Niranjan, Mahesan and Lawrence, Neil D.}, journal = {Biochemical Transations}, pages = {1510--1512}, year = {2003}, volume = {31}, number = {6}, pdf = {https://lawrennd.github.io/publications/files/probabilisticOligo.pdf}, url = {http://inverseprobability.com/publications/milo-probabilistic03.html}, abstract = {In this work we present a probabilistic model to estimate summaries of Affymetrix GeneChip probe level data. Comparisons with two different models were made both on a publicly available dataset and on a study performed in our laboratory, showing that our model performs better for consistency of fold change.} }
Endnote
%0 Journal Article %T A Probabilistic Model for the Extraction of Expression Levels from Oligonucleotide Arrays %A Marta Milo %A Alireza Fazeli %A Mahesan Niranjan %A Neil D. Lawrence %J Biochemical Transations %D 2003 %F Milo-probabilistic03 %P 1510--1512 %U http://inverseprobability.com/publications/milo-probabilistic03.html %V 31 %N 6 %X In this work we present a probabilistic model to estimate summaries of Affymetrix GeneChip probe level data. Comparisons with two different models were made both on a publicly available dataset and on a study performed in our laboratory, showing that our model performs better for consistency of fold change.
RIS
TY - JOUR TI - A Probabilistic Model for the Extraction of Expression Levels from Oligonucleotide Arrays AU - Marta Milo AU - Alireza Fazeli AU - Mahesan Niranjan AU - Neil D. Lawrence DA - 2003/12/01 ID - Milo-probabilistic03 VL - 31 IS - 6 SP - 1510 EP - 1512 L1 - https://lawrennd.github.io/publications/files/probabilisticOligo.pdf UR - http://inverseprobability.com/publications/milo-probabilistic03.html AB - In this work we present a probabilistic model to estimate summaries of Affymetrix GeneChip probe level data. Comparisons with two different models were made both on a publicly available dataset and on a study performed in our laboratory, showing that our model performs better for consistency of fold change. ER -
APA
Milo, M., Fazeli, A., Niranjan, M. & Lawrence, N.D.. (2003). A Probabilistic Model for the Extraction of Expression Levels from Oligonucleotide Arrays. Biochemical Transations 31(6):1510-1512 Available from http://inverseprobability.com/publications/milo-probabilistic03.html.

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