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CORR
2008
Springer
77views Education» more  CORR 2008»
14 years 12 months ago
Principal Graphs and Manifolds
In many physical statistical, biological and other investigations it is desirable to approximate a system of points by objects of lower dimension and/or complexity. For this purpo...
Alexander N. Gorban, Andrei Yu. Zinovyev
BMCBI
2006
67views more  BMCBI 2006»
14 years 12 months ago
A simple method to combine multiple molecular biomarkers for dichotomous diagnostic classification
Background: In spite of the recognized diagnostic potential of biomarkers, the quest for squelching noise and wringing in information from a given set of biomarkers continues. Her...
Manju R. Mamtani, Tushar P. Thakre, Mrunal Y. Kalk...
BMCBI
2006
114views more  BMCBI 2006»
14 years 12 months ago
PROMPT: a protein mapping and comparison tool
Background: Comparison of large protein datasets has become a standard task in bioinformatics. Typically researchers wish to know whether one group of proteins is significantly en...
Thorsten Schmidt, Dmitrij Frishman
TIT
2008
95views more  TIT 2008»
14 years 11 months ago
Mutual Information and Conditional Mean Estimation in Poisson Channels
Abstract--Following the discovery of a fundamental connection between information measures and estimation measures in Gaussian channels, this paper explores the counterpart of thos...
Dongning Guo, Shlomo Shamai, Sergio Verdú
MA
2010
Springer
85views Communications» more  MA 2010»
14 years 10 months ago
K-sample subsampling in general spaces: The case of independent time series
The problem of subsampling in two-sample and K-sample settings is addressed where both the data and the statistics of interest take values in general spaces. We focus on the case ...
Dimitris N. Politis, Joseph P. Romano