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Learning block structure in U-statistic based matrices
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Multi-threshold accelerated failure time model
, Annals of Statistics
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, Biometrika
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Estimation and variable selection for high-dimensional spatial dynamic panel data models
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Strong Limit of The Extreme Eigenvalues of a Symmetrized Auto-Cross Covariance Matrix
, Annals of Applied Probability
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Limiting spectral distribution of a symmetrized auto-cross covariance matrix
, Annals of Applied Probability
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Outlier Detection via a Minimum Ridge Covariance Determinant Estimator
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Multithreshold change plane model: Estimation theory and applications in subgroup identification
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A novel and fast methodology for simultaneous multiple structural break estimation and variable selection for nonstationary time series models
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Exact D-optimal designs for a linear log contrast model with mixture experiment for three and four ingredients
, Journal of Statistical Planning and Inference
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On limiting spectral distribution of large sample covariance matrices by VARMA(p,q)
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Limiting Spectral Distribution of Large-Dimensional Sample Covariance Matrices Generated by VARMA
, Journal of Multivariate Analysis
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Incorporating grouping information into Bayesian Gaussian graphical model selection
, Communications in Statistics- Theory and Methods
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Comparing ratios of the mean to a power of variance in two samples via self-normalized test statistics
, Communications in Statistics- Theory and Methods
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Consistent two-stage multiple change-point detection in linear models
, Canadian Journal of Statistics
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Central limit theorem of random quadratics forms involving random matrices
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On Spatio-Temporal Model with Diverging Number of Thresholds and its Applications in Housing Market
, Communications in Mathematics and Statistics
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Bayesian inference of clustering and multiple Gaussian graphical models selection
, Journal of the Korean Statistical Society
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Pairwise Fusion Approach Incorporating Prior Constraint Information
, Communications in Mathematics and Statistics
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Detection of a change-point in variance by a weighted sum of powers of variances test
, Journal of Applied Statistics
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Testing for Variance Changes in Autoregressive Models with Unknown Order
, Journal of Applied Statistics
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Bootstrap Confidence Intervals for Multiple Change Points Based on Two-Stage Procedures
, Entropy
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Advanced Algorithm for Parameters Estimation of Negative Binomial Distribution with High Dimensional Sparse Group Structur
, Journal of Systems Science and Complexity--English Series
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Robust two-stage estimation in general spatial dynamic panel data models
, Journal of Systems Science and Complexity--English Series
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Change-Point Detection in a High-Dimensional Multinomial Sequence Based on Mutual Information
, Entropy
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Outlier Detection via a Block Diagonal Product Estimator
, Journal of Systems Science and Complexity--English Series
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Consistent tuning parameter selection in high dimensional group-penalized regression
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Em algorithm of the truncated multinormal distribution with linear restriction on the variables
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On high-dimensional change point problem
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