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Multiple testing of local maxima for detection of peaks in ChIP-Seq data
False discovery rate kernel smoothing matched filter Poisson sequence topological inference
2013/6/14
A topological multiple testing approach to peak detection is proposed for the problem of detecting transcription factor binding sites in ChIP-Seq data. After kernel smoothing of the tag counts over th...
Model misspecification in peaks over threshold analysis
Cluster extremal index extreme value theory likelihood
2010/10/19
Classical peaks over threshold analysis is widely used for statistical modeling of sample extremes, and can be supplemented by a model for the sizes of clusters of exceedances. Under mild conditions ...
PEAKS OVER RANDOM THRESHOLD METHODOLOGY FOR TAIL INDEX AND HIGH QUANTILE ESTIMATION
heavy tails high quantiles semi-parametric estimation linear property sample of excesses
2009/2/25
In this paper we present a class of semi-parametric high quantile estimators which
enjoy a desirable property in the presence of linear transformations of the data. Such
a feature is in accordance w...
Second-order refined peaks-over-threshold modelling for heavy-tailed distributions
bias reduction Hill estimator extended Pareto distribution extremevalue index heavy tails regular variation
2010/3/17
Modelling excesses over a high threshold using the Pareto or generalized Pareto
distribution (PD/GPD) is the most popular approach in extreme value statistics.
This method typically requires high th...
美国Southern Peaks公共图书馆
美国Southern Peaks公共图书馆
2008/12/11
The mission of Southern Peaks Public Library is to inform, educate, and culturally enrich the population of Alamosa County and the San Luis Valley. The library offers a broad range of materials and in...