David Brian Huberman

Works (4)

Updated: July 5th, 2023 15:36

2022 article

Nonparametric conditional density estimation in a deep learning framework for short-term forecasting (May, 10.1007/s10651-021-00499-z, 2021)

Huberman, D. B., Reich, B. J., & Bondell, H. D. (2022, August 26). ENVIRONMENTAL AND ECOLOGICAL STATISTICS, Vol. 8.

By: D. Huberman n, B. Reich n  & H. Bondell *

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Sources: Web Of Science, NC State University Libraries
Added: September 6, 2022

2021 article

Nonparametric conditional density estimation in a deep learning framework for short-term forecasting

Huberman, D. B., Reich, B. J., & Bondell, H. D. (2021, May 20). ENVIRONMENTAL AND ECOLOGICAL STATISTICS, Vol. 5.

By: D. Huberman n, B. Reich n  & H. Bondell*

author keywords: Case– control sampling; Conditional distribution estimation; Deep learning; Environmental statistics; Machine learning; Nonparametric statistics
TL;DR: A technique that simultaneously estimates the entire conditional distribution and flexibly allows for machine learning techniques to be incorporated is proposed, and further computational developments can fully unlock its insights in more complex forecasting and other applications. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries
Added: June 10, 2021

2020 journal article

Estimating the drivers of species distributions with opportunistic data using mediation analysis

ECOSPHERE, 11(6).

By: D. Huberman n, B. Reich n , K. Pacifici n  & J. Collazo n 

author keywords: mediation analysis; occupancy modeling; opportunistic data; spatial statistics
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UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
15. Life on Land (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 10, 2020

2017 article

Noncentral Nervous System Systemic Embolism in Patients With Atrial Fibrillation Results From ROCKET AF (Rivaroxaban Once Daily, Oral, Direct Factor Xa Inhibition Compared With Vitamin K Antagonism for Prevention of Stroke and Embolism Trial in Atrial Fibrillation)

Orgel, R., Wojdyla, D., Huberman, D., Halperin, J. L., Breithardt, G., Singer, D. E., … Patel, M. R. (2017, May). CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES, Vol. 10.

By: R. Orgel n, D. Wojdyla n, D. Huberman n, J. Halperin  n, G. Breithardt  n, D. Singer  n, K. Fox  n, G. Hankey  n ...

MeSH headings : Administration, Oral; Atrial Fibrillation / complications; Atrial Fibrillation / drug therapy; Dose-Response Relationship, Drug; Embolism / etiology; Embolism / prevention & control; Factor Xa Inhibitors / administration & dosage; Humans; Multicenter Studies as Topic; Peripheral Nervous System Diseases / etiology; Peripheral Nervous System Diseases / prevention & control; Randomized Controlled Trials as Topic; Rivaroxaban / administration & dosage; Stroke / etiology; Stroke / prevention & control; Vitamin K / antagonists & inhibitors; Warfarin / administration & dosage
TL;DR: The incidence, location, diagnosis, treatment, and outcomes in patients with non-CNS SE, a multicenter, randomized, double-blind, event-driven trial conducted at 1178 participating sites in 45 countries, are described. (via Semantic Scholar)
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3. Good Health and Well-being (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

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