
On The Problem of Relevance in Statistical Inference
How many statistical inference tools we have for inference from massive ...
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Nonparametric Universal Copula Modeling
To handle the ubiquitous problem of "dependence learning," copulas are q...
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Spectral Graph Analysis: A Unified Explanation and Modern Perspectives
Complex networks or graphs are ubiquitous in sciences and engineering: b...
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Decentralized Nonparametric Multiple Testing
Consider a big data multiple testing task, where, due to storage and com...
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Unified Statistical Theory of Spectral Graph Analysis
The goal of this paper is to show that there exists a simple, yet univer...
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CDfdr: A Comparison Density Approach to Local False Discovery Rate Estimation
Efron et al. (2001) proposed empirical Bayes formulation of the frequent...
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Nonlinear Time Series Modeling: A Unified Perspective, Algorithm, and Application
A new comprehensive approach to nonlinear time series analysis and model...
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United Statistical Algorithm, Small and Big Data: Future OF Statistician
This article provides the role of big idea statisticians in future of Bi...
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Modeling, dependence, classification, united statistical science, many cultures
Breiman (2001) proposed to statisticians awareness of two cultures: 1. P...
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Subhadeep Mukhopadhyay
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