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Alan E. Gelfand

James B. Duke Distinguished Professor Emeritus of Statistical Science
Statistical Science
Box 90251, Durham, NC 27708-0251
223A Old Chem Bldg, Durham, NC 27708

Current Appointments & Affiliations


James B. Duke Distinguished Professor Emeritus of Statistical Science · 2018 - Present Statistical Science, Trinity College of Arts & Sciences
Professor Emeritus of Statistical Science · 2018 - Present Statistical Science, Trinity College of Arts & Sciences

Recent Publications


Zero-inflated multivariate tobit regression modeling

Journal Article Journal of Statistical Planning and Inference · May 1, 2025 A frequent challenge encountered in real-world applications is data having a high proportion of zeros. Focusing on ecological abundance data, much attention has been given to zero-inflated count data. Models for non-negative continuous abundance data with ... Full text Cite

ASSESSING MARINE MAMMAL ABUNDANCE: A NOVEL DATA FUSION

Journal Article Annals of Applied Statistics · December 1, 2024 Marine mammals are increasingly vulnerable to human disturbance and climate change. Their diving behavior leads to limited visual access during data collection, making studying the abundance and distribution of marine mammals challenging. In theory, using ... Full text Cite

Good modelling practice in ecology, the hierarchical Bayesian perspective

Journal Article Ecological Modelling · October 1, 2024 Ecological modelling often involves addressing challenges such as dependence in responses, e.g., spatial and/or temporal correlation, heterogeneity of variance, and hierarchical structures inherent in ecological processes and data. A constant challenge is ... Full text Cite
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Recent Grants


Process based data fusion for Marine mammal science

ResearchPrincipal Investigator · Awarded by Office of Naval Research · 2023 - 2025

Double MOCHA: Phase II Multi-study Ocean acoustic Human effects Analysis

ResearchCo-Principal Investigator · Awarded by University of St. Andrews · 2018 - 2023

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Education, Training & Certifications


Stanford University · 1969 Ph.D.
Stanford University · 1967 M.S.
City College of New York · 1965 B.S.

External Links


Personal site