Search Results for author: Damjan Vukcevic

Found 2 papers, 1 papers with code

Scaling multi-species occupancy models to large citizen science datasets

no code implementations17 Jun 2022 Martin Ingram, Damjan Vukcevic, Nick Golding

We evaluate the predictions on a spatially separated test set of 59, 338 records, comparing two different inference methods -- Markov chain Monte Carlo (MCMC) and variational inference (VI) -- to occupancy models fitted to each species separately using maximum likelihood.

Bayesian Inference Variational Inference

Statistical Models for Repeated Categorical Ratings: The R Package rater

1 code implementation19 Oct 2020 Jeffrey Pullin, Lyle Gurrin, Damjan Vukcevic

If these assignments or `ratings' are difficult to make accurately, a common tactic is to repeat them by different raters, or even by the same rater multiple times on different occasions.

Methodology Computation

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