Marcelo Hartmann
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Estudo das precipitações máximas anuais em Presidente Prudente
M Hartmann, FA Moala, MA Mendonça
Revista Brasileira de Meteorologia 26, 561-568, 2011
Additive multivariate Gaussian processes for joint species distribution modeling with Heterogeneous Data
J Vanhatalo, M Hartmann, L Veneranta
Bayesian analysis 15 (2), 415-447, 2020
Laplace approximation and the natural gradient for Gaussian process regression with the heteroscedastic Student-t model
M Hartmann, J Vanhatalo
Statistics and Computing 29, 753-773, 2019
Gaussian process framework for temporal dependence and discrepancy functions in Ricker-type population growth models
M Hartmann, GR Hosack, RM Hillary, J Vanhatalo
The Annals of Applied Statistics 11 (3), 1375-1402, 2017
Bayesian inference for generalized extreme value distributions via Hamiltonian Monte Carlo
M Hartmann, RS Ehlers
Communications in Statistics-Simulation and Computation 46 (7), 5285-5302, 2017
Flexible Prior Elicitation via the Prior Predictive Distribution
M Hartmann, G Agiashvili, P Bürkner, A Klami
Conference on Uncertainty in Artificial Intelligence, 1129-1138, 2020
Prior specification via prior predictive matching: Poisson matrix factorization and beyond
ES da Silva, T Kuśmierczyk, M Hartmann, A Klami
arXiv preprint arXiv:1910.12263, 2019
Prior knowledge elicitation: The past, present, and future
P Mikkola, OA Martin, S Chandramouli, M Hartmann, OA Pla, O Thomas, ...
arXiv preprint arXiv:2112.01380, 2021
A Bernoulli autoregressive moving average model applied to rainfall occurrence
E Angelo Milani, M Hartmann, MG Andrade, CA Ribeiro Diniz
Communications in Statistics-Simulation and Computation 48 (9), 2743-2756, 2019
Approximate Bayesian inference in multivariate Gaussian process regression and applications to species distribution models
M Hartmann
Helsingin yliopisto, 2019
Modelo Garma-Bernoulli modificado aplicado a probabilidade diária de chuva
EA Milani, M Hartmann, CAR Diniz, MG Andrade Filho
Caderno de resumos, 2019
Extending Owen's integral table and a new multivariate Bernoulli distribution
M Hartmann
arXiv preprint arXiv:1704.04736, 2017
Métodos de Monte Carlo Hamiltoniano na inferência Bayesiana não-paramétrica de valores extremos
M Hartmann
Universidade Federal de São Carlos, 2015
Bayesian inference for extreme value distributions via Hamiltonian dynamics
M Hartmann, RS Ehlers
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