4.5 Article

Statistical Significance of Clustering Using Soft Thresholding

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Interdisciplinary Applications

Model-based clustering of high-dimensional data: A review

Charles Bouveyron et al.

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2014)

Article Statistics & Probability

The joint graphical lasso for inverse covariance estimation across multiple classes

Patrick Danaher et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2014)

Article Statistics & Probability

Bootstrapping for Significance of Compact Clusters in Multidimensional Datasets

Ranjan Maitra et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2012)

Article Biochemical Research Methods

Mixtures of common t-factor analyzers for clustering high-dimensional microarray data

Jangsun Baek et al.

BIOINFORMATICS (2011)

Article Statistics & Probability

A Constrained l1 Minimization Approach to Sparse Precision Matrix Estimation

Tony Cai et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)

Article Biochemical Research Methods

Model-based clustering of microarray expression data via latent Gaussian mixture models

Paul D. McNicholas et al.

BIOINFORMATICS (2010)

Article Statistics & Probability

NETWORK EXPLORATION VIA THE ADAPTIVE LASSO AND SCAD PENALTIES

Jianqing Fan et al.

ANNALS OF APPLIED STATISTICS (2009)

Article Mathematical & Computational Biology

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

Daniela M. Witten et al.

BIOSTATISTICS (2009)

Article Oncology

Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes

Joel S. Parker et al.

JOURNAL OF CLINICAL ONCOLOGY (2009)

Article Statistics & Probability

Statistical Significance of Clustering for High-Dimension, Low-Sample Size Data

Yufeng Liu et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2008)

Article Multidisciplinary Sciences

Molecular Subsets in the Gene Expression Signatures of Scleroderma Skin

Ausra Milano et al.

PLOS ONE (2008)

Article Statistics & Probability

Penalized model-based clustering with cluster-specific diagonal covariance matrices and grouped variables

Benhuai Xie et al.

ELECTRONIC JOURNAL OF STATISTICS (2008)

Article Statistics & Probability

Sparse permutation invariant covariance estimation

Adam J. Rothman et al.

ELECTRONIC JOURNAL OF STATISTICS (2008)

Article Mathematical & Computational Biology

Sparse inverse covariance estimation with the graphical lasso

Jerome Friedman et al.

BIOSTATISTICS (2008)

Article Medicine, General & Internal

Concordance among gene-expression-based predictors for breast cancer

Cheng Fan et al.

NEW ENGLAND JOURNAL OF MEDICINE (2006)

Article Statistics & Probability

Eigenvalues of large sample covariance matrices of spiked population models

Jinho Baik et al.

JOURNAL OF MULTIVARIATE ANALYSIS (2006)

Article Biochemical Research Methods

Pvclust: an R package for assessing the uncertainty in hierarchical clustering

R Suzuki et al.

BIOINFORMATICS (2006)

Article Statistics & Probability

High-dimensional graphs and variable selection with the Lasso

Nicolai Meinshausen et al.

ANNALS OF STATISTICS (2006)

Article Statistics & Probability

Cluster validation by prediction strength

R Tibshirani et al.

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2005)

Review Statistics & Probability

Model-based clustering, discriminant analysis, and density estimation

C Fraley et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2002)