Thiago G. Martins

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Publications

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1.9K

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Active since

2013

Affiliations

Norwegian University of Science and Technology(Current)

Thiago G. Martins is an author at Norwegian University of Science and Technology specializing in bayesian data analysis, bayesian inference, and bayesian modeling.

Publications per year

2013–2017

Publications

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

Daniel Simpson, Håvard Rue, Andrea Riebler et al. · Statistical Science · 2017 · 1.1K citations · Full text

Computing, Data Science, Bayesian Data Analysis +16

Bayesian computing with INLA: New features

Thiago G. Martins, Daniel Simpson, Finn Lindgren et al. · Computational Statistics & Data Analysis · 2013 · 635 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +10

Sensitivity analysis for Bayesian hierarchical models

Thiago G. Martins, Leonhard Held · 2013 · 69 citations

Computing, Biostatistics, Bayesian Data Analysis +16

Penalising model component complexity: A principled, practical approach to constructing priors

Daniel Simpson, Håvard Rue, Thiago G. Martins et al. · arXiv (Cornell University) · 2014 · 25 citations · Full text

Computing, Data Science, Bayesian Data Analysis +16

Extending Integrated Nested Laplace Approximation to a Class of Near‐Gaussian Latent Models

Thiago G. Martins, Håvard Rue · Scandinavian Journal of Statistics · 2014 · 20 citations

Public Health, Biostatistics, Bayesian Biostatistics +10

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