Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model
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Yan-Fu Li | Chen Zhang | Hui Wu | Yanfu Li | Chen Zhang | Hui. Wu
[1] Patrick Danaher,et al. The joint graphical lasso for inverse covariance estimation across multiple classes , 2011, Journal of the Royal Statistical Society. Series B, Statistical methodology.
[2] Xinghao Qiao,et al. Functional Graphical Models , 2018, Journal of the American Statistical Association.
[3] E. Candès,et al. The Dantzig selector: Statistical estimation when P is much larger than n , 2005, math/0506081.
[4] Albert,et al. Emergence of scaling in random networks , 1999, Science.
[5] James D. B. Nelson,et al. Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso , 2015, 1512.06171.
[6] Ran Jin,et al. Functional Graphical Models for Manufacturing Process Modeling , 2017, IEEE Transactions on Automation Science and Engineering.
[7] M. Yuan,et al. Model selection and estimation in the Gaussian graphical model , 2007 .
[8] Massimo Pacella,et al. Functional directed graphical models and applications in root-cause analysis and diagnosis , 2020, Journal of Quality Technology.
[9] Kaustubh Supekar,et al. Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty , 2012, NeuroImage.
[10] Terence Tao,et al. The Dantzig selector: Statistical estimation when P is much larger than n , 2005, math/0506081.
[11] Satoru Miyano,et al. Weighted lasso in graphical Gaussian modeling for large gene network estimation based on microarray data. , 2007, Genome informatics. International Conference on Genome Informatics.
[12] Yajun Mei,et al. Thresholded Multivariate Principal Component Analysis for Phase I Multichannel Profile Monitoring , 2018, Technometrics.
[13] Xinghao Qiao,et al. Doubly functional graphical models in high dimensions , 2020, Biometrika.
[14] Jianqing Fan,et al. An Overview of the Estimation of Large Covariance and Precision Matrices , 2015, The Econometrics Journal.
[15] Estimation of Graphical Lasso using the $L_{1,2}$ Norm , 2017 .
[16] James O. Ramsay,et al. Functional Data Analysis , 2005 .
[17] Mahmoud A. Mahmoud,et al. Statistical monitoring of multivariate multiple linear regression profiles in phase I with calibration application , 2010, Qual. Reliab. Eng. Int..
[18] Hao Yan,et al. Weakly correlated profile monitoring based on sparse multi-channel functional principal component analysis , 2018, IISE Transactions.
[19] Peter Wonka,et al. Fused Multiple Graphical Lasso , 2012, SIAM J. Optim..
[20] Fugee Tsung,et al. LASSO-based multivariate linear profile monitoring , 2012, Ann. Oper. Res..
[21] Massimo Pacella,et al. Monitoring and diagnosis of multichannel nonlinear profile variations using uncorrelated multilinear principal component analysis , 2013 .
[22] David B. Dunson,et al. Bayesian Graphical Models for Multivariate Functional Data , 2014, J. Mach. Learn. Res..
[23] Axel Gandy,et al. Guaranteed Conditional Performance of Control Charts via Bootstrap Methods , 2011, 1111.4180.
[24] B. Li,et al. A Nonparametric Graphical Model for Functional Data With Application to Brain Networks Based on fMRI , 2018, Journal of the American Statistical Association.
[25] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[26] E. Levina,et al. Joint estimation of multiple graphical models. , 2011, Biometrika.
[27] N. Meinshausen,et al. High-dimensional graphs and variable selection with the Lasso , 2006, math/0608017.
[28] Peihua Qiu,et al. A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis , 2016, Technometrics.
[29] Hongzhe Li,et al. Gradient directed regularization for sparse Gaussian concentration graphs, with applications to inference of genetic networks. , 2006, Biostatistics.
[30] Li Zeng,et al. Pairwise Estimation of Multivariate Gaussian Process Models With Replicated Observations: Application to Multivariate Profile Monitoring , 2018, Technometrics.
[31] P. Bickel,et al. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR , 2008, 0801.1095.
[32] K. Chiong,et al. Estimation of Graphical Models Using the Norm , 2017, The Econometrics Journal.
[33] Pei Wang,et al. Partial Correlation Estimation by Joint Sparse Regression Models , 2008, Journal of the American Statistical Association.
[34] Shiyu Zhou,et al. Statistical monitoring of multiple profiles simultaneously using Gaussian processes , 2018, Qual. Reliab. Eng. Int..