Monte Carlo kernel likelihood

Frequentist analysis of hierarchical models for population dynamics and demographic data
Hierarchical models include random effects or latent state variables. This class of models includes state–space models for population …
Perry de Valpine
Last updated on Jun 8, 2022
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Field-Scale Roles of Density, Temperature, Nitrogen, and Predation on Aphid Population Dynamics
Robust analyses of noisy, stage-structured, irregularly spaced, field-scale data incorporating multiple sources of variability and …
Perry de Valpine, Jay A. Rosenheim
Last updated on Jun 8, 2022
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Monte Carlo State-Space Likelihoods by Weighted Posterior Kernel Density Estimation
Maximum likelihood estimation and likelihood ratio tests for nonlinear, non-Gaussian state-space models require numerical integration …
Perry de Valpine
Last updated on Jun 8, 2022
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