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On the Use of Minimum Penalties in Statistical Learning

Journal of computational and graphical statistics, 2024, Vol.33 (1), p.138-151

2024

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Impact of stress and stress mindset on prevalence of cardiovascular disease risk factors among first responders

BMC public health, 2023-10, Vol.23 (1), p.1929-1929, Article 1929

2023

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A nonparametric approach for setting safety stock levels

Production and operations management, 2023-04, Vol.32 (4), p.1150-1168

2023

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Predicting increases in COVID-19 incidence to identify locations for targeted testing in West Virginia: A machine learning enhanced approach

PloS one, 2021-11, Vol.16 (11), p.e0259538-e0259538

2021

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Assessing the effects of therapeutic combinations on SARS-CoV-2 infected patient outcomes: A big data approach

PloS one, 2023-03, Vol.18 (3), p.e0282587-e0282587

2023

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Automatic Response Category Combination in Multinomial Logistic Regression

Journal of computational and graphical statistics, 2019-07, Vol.28 (3), p.758-766

2019

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Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

Remote sensing (Basel, Switzerland), 2021-02, Vol.13 (3), p.368

2021

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Forensic intelligence: Data analytics as the bridge between forensic science and investigation

Forensic science international. Synergy, 2021-01, Vol.3, p.100162-100162, Article 100162

2021

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Reverse shock index multiplied by the motor component of the Glasgow Coma Scale predicts mortality and need for intervention in pediatric trauma patients

The journal of trauma and acute care surgery, 2024-09, Vol.97 (3), p.393

2024

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Using Machine Learning To Cocreate Value Through Dynamic Customer Engagement In A Brand Loyalty Program

Journal of hospitality & tourism research (Washington, D.C.), 2019-01, Vol.43 (1), p.78-100

2019

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Lessons from West Virginia's Pandemic Response

Journal of computational and graphical statistics, 2023-07, Vol.32 (3), p.763-764

2023

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Estimating Multiple Precision Matrices With Cluster Fusion Regularization

Journal of computational and graphical statistics, 2021-10, Vol.30 (4), p.823-834

2021

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Detecting clusters in multivariate response regression

Wiley interdisciplinary reviews. Computational statistics, 2022-05, Vol.14 (3), p.e1551-n/a

2022

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Emergency medical services shock index is the most accurate predictor of patient outcomes after blunt torso trauma

The journal of trauma and acute care surgery, 2022-03, Vol.92 (3), p.499-503

2022

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A retrospective, multi-agency ‘target trial emulation’ for the comparison of post-resuscitation epinephrine to norepinephrine

Resuscitation, 2024-05, Vol.198, p.110201, Article 110201

2024

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Prehospital post-resuscitation vital sign phenotypes are associated with outcomes following out-of-hospital cardiac arrest

Prehospital emergency care, 2024-08, p.1-8

2024

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Stay and play or load and go? The association of on-scene advanced life support interventions with return of spontaneous circulation following traumatic cardiac arrest

European journal of trauma and emergency surgery (Munich : 2007), 2023-10, Vol.49 (5), p.2165-2172

2023

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Prehospital shock index predicts outcomes after prolonged transport: A multicenter rural study

The journal of trauma and acute care surgery, 2023-04, Vol.94 (4), p.525

2023

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Real Estate Dictionaries Across Space and Time

The journal of real estate finance and economics, 2021, Vol.62 (1), p.139-163

2021

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Ridge Fusion in Statistical Learning

Journal of computational and graphical statistics, 2015-04, Vol.24 (2), p.439-454

2015

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Associations between COVID-19 therapies and outcomes in rural and urban America: A multisite, temporal analysis from the Alpha to Omicron SARS-CoV-2 variants

The Journal of rural health, 2024-07

2024

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Enhanced SARS-CoV-2 case prediction using public health data and machine learning models

JAMIA open, 2024-04, Vol.7 (1), p.ooae014-ooae014

2024

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An ordinal severity scale for COVID-19 retrospective studies using Electronic Health Record data

JAMIA open, 2022-10, Vol.5 (3), p.ooac066-ooac066

2022

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Maintaining Healthcare Capacity in Rural America by Replenishing Personal Protective Equipment: The Case from West Virginia

INFORMS journal on applied analytics, 2024-04

2024

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On the Use of Minimum Penalties in Statistical Learning

Impact of stress and stress mindset on prevalence of cardiovascular disease risk factors among first responders

A nonparametric approach for setting safety stock levels

Predicting increases in COVID-19 incidence to identify locations for targeted testing in West Virginia: A machine learning enhanced approach

Assessing the effects of therapeutic combinations on SARS-CoV-2 infected patient outcomes: A big data approach

Automatic Response Category Combination in Multinomial Logistic Regression

Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

Forensic intelligence: Data analytics as the bridge between forensic science and investigation

Reverse shock index multiplied by the motor component of the Glasgow Coma Scale predicts mortality and need for intervention in pediatric trauma patients

Using Machine Learning To Cocreate Value Through Dynamic Customer Engagement In A Brand Loyalty Program

Lessons from West Virginia's Pandemic Response

Estimating Multiple Precision Matrices With Cluster Fusion Regularization

Detecting clusters in multivariate response regression

Emergency medical services shock index is the most accurate predictor of patient outcomes after blunt torso trauma

A retrospective, multi-agency ‘target trial emulation’ for the comparison of post-resuscitation epinephrine to norepinephrine

Prehospital post-resuscitation vital sign phenotypes are associated with outcomes following out-of-hospital cardiac arrest

Stay and play or load and go? The association of on-scene advanced life support interventions with return of spontaneous circulation following traumatic cardiac arrest

Prehospital shock index predicts outcomes after prolonged transport: A multicenter rural study

Real Estate Dictionaries Across Space and Time

Community risks for SARS-CoV-2 infection among fully vaccinated US adults by rurality: A retrospective cohort study from the National COVID Cohort Collaborative

Ridge Fusion in Statistical Learning

Associations between COVID-19 therapies and outcomes in rural and urban America: A multisite, temporal analysis from the Alpha to Omicron SARS-CoV-2 variants

Enhanced SARS-CoV-2 case prediction using public health data and machine learning models

An ordinal severity scale for COVID-19 retrospective studies using Electronic Health Record data

Maintaining Healthcare Capacity in Rural America by Replenishing Personal Protective Equipment: The Case from West Virginia

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