Researcher
Magnus Rattray
The University of Manchester
Statistics
109 papers found
Papers authored by Magnus Rattray
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Magnus Rattray ,
Rattray M; Liu X; Milo M; Lawrence N;
A tractable probabilistic model for Affymetrix probe-level analysis across multiple chips
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Neil D. Lawrence
Accounting for probe-level noise in principal component analysis of microarray data
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Principal-component-analysis eigenvalue spectra from data with symmetry-breaking structure.
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A Statistical Mechanics Analysis of Gram Matrix Eigenvalue Spectra
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Brass A Hoyle DC Hayes A Bashein A Oliver SG Waddington D Rattray M. Fang Y.,
Andrew Brass,
Yongxiang Fang,
Abdulla Bashein
A model-based analysis of microarray experimental error and normalisation
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Paul G. Higgs
RNA-based Phylogenetic Methods: Application to Mammalian Mitochondrial RNA Sequences
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PCA learning for sparse high-dimensional data
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Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA
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The evolution of tRNA-Leu genes in animal mitochondrial genomes
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P. G. Higgs,
Rattray M; Jow H; Hudelot C; Higgs P;
Bayesian phylogenetics using an RNA substitution model applied to early mammalian evolution.
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Dynamics of ICA for High-Dimensional Data
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Ray Jupp,
Andy Brass
Making sense of microarray data distributions.
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Stochastic trapping in a solvable model of on-line independent component analysis
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Jonathan L. Shapiro
Cumulant Dynamics of a Population under Multiplicative Selection, Mutation and Drift
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David Saad
Matrix momentum for practical natural gradient learning
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David Saad,
Shun-Ichi Amari
Natural Gradient Descent for On-Line Learning
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