Nonparametric threshold model of~zero-inflated spatio-temporal data with~application to shifts in jellyfish distribution

DOI10.1007/S13253-010-0044-4zbMath1306.62309OpenAlexW2053720880MaRDI QIDQ2260997

Mary Beth Decker, Hai Liu, Carol Ladd, Lorenzo Ciannelli, Kung-Sik Chan

Publication date: 6 March 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13253-010-0044-4

zbMATH Keywords

splinesconstraintgeneralized additive modelnonstationaryhabitat expansionchrysaora melanaster

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Related Items (3)

Generalized Additive Models for Zero-Inflated Data with Partial Constraints ⋮ Bayesian calibration of blue crab (\textit{callinectes sapidus}) abundance indices based on probability surveys ⋮ Semiparametric zero-inflated modeling in multi-ethnic study of atherosclerosis (MESA)

Uses Software

• COZIGAM

Cites Work

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• Estimating the dimension of a model
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• Thin Plate Regression Splines
• A Score Test for Zero Inflation in a Poisson Distribution
• Permutation tests in change point analysis

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