List of works - Kun Chen

A Tailored Multivariate Mixture Model for Detecting Proteins of Concordant Change Among Virulent Strains of

A new method for robust mixture regression

scientific article

A note on rank reduction in sparse multivariate regression

scientific article published on 18 August 2015

A note on some algorithms for the Gibbs posterior

A probabilistic cellular automata approach for predator–prey interactions of arrowtooth flounder (Atheresthes stomias) and walleye pollock (Theragra chalcogramma) in the eastern Bering Sea

scholarly article by Kun Chen et al published February 2012 in Canadian Journal of Fisheries and Aquatic Sciences

Alterations of host-gut microbiome interactions in multiple sclerosis

scientific article published on 27 January 2022

Analysis of Double Single Index Models

scientific article published on 22 August 2016

Barriers to HIV Medication Adherence as a Function of Regimen Simplification

scientific article

Bayesian sparse reduced rank multivariate regression

scientific article

Canonical variate regression

scientific article published on 09 February 2016

Correction Note to ‘Analysis of Double Single Index Models’

article published in 2017

Finite mixture modeling of censored data using the multivariate Student-tdistribution

Functional responses and scaling in predator-prey interactions of marine fishes: contemporary issues and emerging concepts

scientific article published on 11 October 2011

Integrative multi-view regression: Bridging group-sparse and low-rank models

scientific article published on 29 March 2019

LINKING LUNG AIRWAY STRUCTURE TO PULMONARY FUNCTION VIA COMPOSITE BRIDGE REGRESSION.

scientific article published on December 2016

Machine learning for suicide risk prediction in children and adolescents with electronic health records

scientific article published on 26 November 2020

Mixture of linear mixed models using multivariatetdistribution

Model diagnostics in reduced-rank estimation

scientific article published on January 2016

Neurochemical Heterogeneity Among Lateral Hypothalamic Hypocretin/Orexin and Melanin-Concentrating Hormone Neurons Identified Through Single-Cell Gene Expression Analysis

scientific article published on 22 September 2017

On the degrees of freedom of reduced-rank estimators in multivariate regression

scientific article

Outlier detection and robust mixture modeling using nonconvex penalized likelihood

article by Chun Yu et al published September 2015 in Journal of Statistical Planning and Inference

Partially Supervised Sparse Factor Regression For Multi-Class Classification

Planting Date and Variety Effects on Rice Main and Ratoon Crop Production in South Texas

article

Quantitative assessment of multiscale structural and functional alterations in asthmatic populations

scientific article

Quantitative computed tomographic imaging-based clustering differentiates asthmatic subgroups with distinctive clinical phenotypes

scientific article published on 28 January 2017

Reconstructing source-sink dynamics in a population with a pelagic dispersal phase

scientific article

Reduced rank regression via adaptive nuclear norm penalization

scientific article

Reduced rank stochastic regression with a sparse singular value decomposition

article

Robust errors-in-variables linear regression via Laplace distribution

scholarly article by Jianhong Shi et al published January 2014 in Statistics and Probability Letters

Robust reduced-rank regression

scientific article published on 12 July 2017

Sequential Co-Sparse Factor Regression

Soil Organic Carbon Reactivity Along the Eroding Coastline of Northern Alaska

scholarly article by Fugen Dou et al published June 2017 in Soil Science

Soil Texture and Cultivar Effects on Rice (Oryza sativa, L.) Grain Yield, Yield Components and Water Productivity in Three Water Regimes

scientific article

Source-Sink Reconstruction Through Regularized Multicomponent Regression Analysis—With Application to Assessing Whether North Sea Cod Larvae Contributed to Local Fjord Cod in Skagerrak

Spatial Tweedie exponential dispersion models: an application to insurance rate-making

scientific article published in 2021

Stagewise generalized estimating equations with grouped variables

scientific article published on 13 February 2017

Subset ARMA selection via the adaptive Lasso

article published in 2011

Using Hospitalization and Mortality Data to Identify Areas at Risk for Adolescent Suicide

scientific article

List of works by Kun Chen

A Tailored Multivariate Mixture Model for Detecting Proteins of Concordant Change Among Virulent Strains of

A new method for robust mixture regression

A note on rank reduction in sparse multivariate regression

A note on some algorithms for the Gibbs posterior

A probabilistic cellular automata approach for predator–prey interactions of arrowtooth flounder (Atheresthes stomias) and walleye pollock (Theragra chalcogramma) in the eastern Bering Sea

Alterations of host-gut microbiome interactions in multiple sclerosis

Analysis of Double Single Index Models

Barriers to HIV Medication Adherence as a Function of Regimen Simplification

Bayesian sparse reduced rank multivariate regression

Canonical variate regression

Correction Note to ‘Analysis of Double Single Index Models’

Finite mixture modeling of censored data using the multivariate Student-tdistribution

Functional responses and scaling in predator-prey interactions of marine fishes: contemporary issues and emerging concepts

Integrative multi-view regression: Bridging group-sparse and low-rank models

LINKING LUNG AIRWAY STRUCTURE TO PULMONARY FUNCTION VIA COMPOSITE BRIDGE REGRESSION.

Machine learning for suicide risk prediction in children and adolescents with electronic health records

Mixture of linear mixed models using multivariatetdistribution

Model diagnostics in reduced-rank estimation

Neurochemical Heterogeneity Among Lateral Hypothalamic Hypocretin/Orexin and Melanin-Concentrating Hormone Neurons Identified Through Single-Cell Gene Expression Analysis

On the degrees of freedom of reduced-rank estimators in multivariate regression

Outlier detection and robust mixture modeling using nonconvex penalized likelihood

Partially Supervised Sparse Factor Regression For Multi-Class Classification

Planting Date and Variety Effects on Rice Main and Ratoon Crop Production in South Texas

Quantitative assessment of multiscale structural and functional alterations in asthmatic populations

Quantitative computed tomographic imaging-based clustering differentiates asthmatic subgroups with distinctive clinical phenotypes

Reconstructing source-sink dynamics in a population with a pelagic dispersal phase

Reduced rank regression via adaptive nuclear norm penalization

Reduced rank stochastic regression with a sparse singular value decomposition

Robust errors-in-variables linear regression via Laplace distribution

Robust reduced-rank regression

Sequential Co-Sparse Factor Regression

Soil Organic Carbon Reactivity Along the Eroding Coastline of Northern Alaska

Soil Texture and Cultivar Effects on Rice (Oryza sativa, L.) Grain Yield, Yield Components and Water Productivity in Three Water Regimes

Source-Sink Reconstruction Through Regularized Multicomponent Regression Analysis—With Application to Assessing Whether North Sea Cod Larvae Contributed to Local Fjord Cod in Skagerrak

Spatial Tweedie exponential dispersion models: an application to insurance rate-making

Stagewise generalized estimating equations with grouped variables

Subset ARMA selection via the adaptive Lasso

Using Hospitalization and Mortality Data to Identify Areas at Risk for Adolescent Suicide