4.6 Article

Multilevel Matrix-Variate Analysis and its Application to Accelerometry-Measured Physical Activity in Clinical Populations

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 Statistics & Probability

SEPARABLE FACTOR ANALYSIS WITH APPLICATIONS TO MORTALITY DATA

Bailey K. Fosdick et al.

ANNALS OF APPLIED STATISTICS (2014)

Article Mathematical & Computational Biology

Normalization and extraction of interpretable metrics from raw accelerometry data

Jiawei Bai et al.

BIOSTATISTICS (2014)

Article Statistics & Probability

A Generalized Least-Square Matrix Decomposition

Genevera I. Allen et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2014)

Article Statistics & Probability

Regularized matrix regression

Hua Zhou et al.

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

Article Statistics & Probability

Multilevel sparse functional principal component analysis

Chongzhi Di et al.

Article Statistics & Probability

ROBUST REGULARIZED SINGULAR VALUE DECOMPOSITION WITH APPLICATION TO MORTALITY DATA

Lingsong Zhang et al.

ANNALS OF APPLIED STATISTICS (2013)

Article Statistics & Probability

JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES

Eric F. Lock et al.

ANNALS OF APPLIED STATISTICS (2013)

Article Statistics & Probability

Reconstruction of a low-rank matrix in the presence of Gaussian noise

Andrey A. Shabalin et al.

JOURNAL OF MULTIVARIATE ANALYSIS (2013)

Article Statistics & Probability

Tensor Regression with Applications in Neuroimaging Data Analysis

Hua Zhou et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2013)

Article Computer Science, Artificial Intelligence

Two-Way Regularization for MEG Source Reconstruction via Multilevel Coordinate Descent

Tian Siva Tian et al.

STATISTICAL ANALYSIS AND DATA MINING (2013)

Article Biology

Multilevel Functional Clustering Analysis

Nicoleta Serban et al.

BIOMETRICS (2012)

Article Statistics & Probability

Inference with Transposable Data: Modelling the Effects of Row and Column Correlations

Genevera I. I. Allen et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2012)

Article Statistics & Probability

Inference with transposable data: modelling the effects of row and column correlations

Genevera I. Allen et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2012)

Article Computer Science, Artificial Intelligence

Matrix-variate and higher-order probabilistic projections

Shipeng Yu et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2011)

Article Statistics & Probability

Multilevel Functional Principal Component Analysis for High-Dimensional Data

Vadim Zipunnikov et al.

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2011)

Article Statistics & Probability

Population Value Decomposition, a Framework for the Analysis of Image Populations

Ciprian M. Crainiceanu et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)

Article Biology

Biclustering via Sparse Singular Value Decomposition

Mihee Lee et al.

BIOMETRICS (2010)

Article Statistics & Probability

Longitudinal functional principal component analysis

Sonja Greven et al.

ELECTRONIC JOURNAL OF STATISTICS (2010)

Article Statistics & Probability

MULTILEVEL FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS

Chong-Zhi Di et al.

ANNALS OF APPLIED STATISTICS (2009)

Article Statistics & Probability

FINDING LARGE AVERAGE SUBMATRICES IN HIGH DIMENSIONAL DATA

Andrey A. Shabalin 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 Statistics & Probability

Functional principal components analysis via penalized rank one approximation

Jianhua Z. Huang et al.

ELECTRONIC JOURNAL OF STATISTICS (2008)

Article Statistics & Probability

A likelihood ratio test for separability of covariances

MW Mitchell et al.

JOURNAL OF MULTIVARIATE ANALYSIS (2006)

Article Computer Science, Artificial Intelligence

(2D)2PCA:: Two-directional two-dimensional PCA for efficient face representation and recognition

DQ Zhang et al.

NEUROCOMPUTING (2005)

Article Computer Science, Artificial Intelligence

Generalized low rank approximations of matrices

JP Ye

MACHINE LEARNING (2005)

Article Statistics & Probability

The likelihood ratio test for a separable covariance matrix

N Lu et al.

STATISTICS & PROBABILITY LETTERS (2005)

Article Computer Science, Artificial Intelligence

Localization of the event-related potential novelty response as defined by principal components analysis

J Dien et al.

COGNITIVE BRAIN RESEARCH (2003)

Article Psychology, Biological

Spatiotemporal analysis of the late ERP responses to deviant stimuli

KM Spencer et al.

PSYCHOPHYSIOLOGY (2001)