Fields- 6th International Workshop on the Perspectives on High-Dimensional Data Analysis (HDDA-VI)
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Title: Constructing Statistical Methods for High Dimensional Data
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Title: Network Connectivity Based Filtering of Microbiome Data
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Title: Homogeneity test of covariance matrices and change-points identification with high dimensional longitudinal data
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Title: Construction of Ensemble by Exploiting Richness of Feature Variables in High-Dimensional Data with Applications in Protein Homology
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Title: An Efficient Approach for Some Semi-Nonparametric Models Applicable to Mass-Spectrometry Data
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Title: Graphical models and time-varying graphical models for estimating brain networks
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Title: Covariate-Adjusted Semiparametric Transformation Graphical Models with Applications to Time Series Imaging Data
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Title: Joint Structural Estimation of Multiple Graphical Models
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Title: A new graphical approach for quick and exact simulation of correlated discrete variables
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Title: Hypercube Fits to the Multivariate Linear Model
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Title: Recent Developments in Topological Data Analysis
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Title: New Estimation and Model Selection Methods in Heterogeneous Time Series Models
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Title: Quantile regression with varying coefficients for functional responses
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Title: Robust Low-Rank Matrix Recovery
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Title: Large scale multiple testing for clustered signals
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Title: Neyman-Pearson Classi cation under High-Dimensional Settings
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Title: Promote similarity in integrative analysis
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Title: Group Selection in A Semiparametric Accelerated Failure Time Model
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Title: Variable selection in the presence of nonignorable missing data
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Title: Classification with Ultrahigh-Dimensional Features
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