Daniel Simpson
University of Toronto
H-index: 36
North America-Canada
Top articles of Daniel Simpson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Crossvalidatory model selection for Bayesian autoregressions with exogenous regressors | arXiv preprint arXiv:2301.08276 | Alex Cooper Dan Simpson Lauren Kennedy Catherine Forbes Aki Vehtari | 2023/1/19 |
Thermodynamic AI and Thermodynamic Linear Algebra | Patrick J Coles Maxwell Aifer Kaelan Donatella Denis Melanson Max Hunter Gordon | 2023/12/22 | |
Bayesian cross-validation by parallel Markov chain Monte Carlo | arXiv preprint arXiv:2310.07002 | Alex Cooper Aki Vehtari Catherine Forbes Lauren Kennedy Dan Simpson | 2023/10/10 |
Thermodynamic Linear Algebra | arXiv preprint arXiv:2308.05660 | Maxwell Aifer Kaelan Donatella Max Hunter Gordon Thomas Ahle Daniel Simpson | 2023/8/10 |
The integrated nested laplace approximation for fitting dirichlet regression models | Journal of Computational and Graphical Statistics | Joaquín Martínez-Minaya Finn Lindgren Antonio López-Quílez Daniel Simpson David Conesa | 2023/7/3 |
He, she, they: Using sex and gender in survey adjustment | arXiv | Lauren Kennedy Katharine Khanna Daniel Simpson Andrew Gelman Yajun Jia | 2022/3/23 |
Improving multilevel regression and poststratification with structured priors | Bayesian Analysis | Yuxiang Gao Lauren Kennedy Daniel Simpson Andrew Gelman | 2021/9 |
Rank-normalization, folding, and localization: An improved R ̂ for assessing convergence of MCMC (with discussion) | Bayesian analysis | Aki Vehtari Andrew Gelman Daniel Simpson Bob Carpenter Paul-Christian Bürkner | 2021/6 |
Treatment effect estimation with Multilevel Regression and Poststratification | arXiv preprint arXiv:2102.10003 | Yuxiang Gao Lauren Kennedy Daniel Simpson | 2021/2/19 |
Approximate Bayesian inference for latent Gaussian models in Stan | Journal of the Royal Statistical Society Series B: Statistical Methodology | Håvard Rue Sara Martino Nicolas Chopin | 2009/4 |
Bayesian workflow | arXiv preprint arXiv:2011.01808 | Andrew Gelman Aki Vehtari Daniel Simpson Charles C Margossian Bob Carpenter | 2020/11/3 |
Using sex and gender in survey adjustment | arXiv preprint arXiv:2009.14401 | Lauren Kennedy Katharine Khanna Daniel Simpson Andrew Gelman Yajun Jia | 2020/9/30 |
Asynchronous gibbs sampling | Alexander Terenin Daniel Simpson David Draper | 2020/6/3 | |
LGM split sampler: An efficient MCMC sampling scheme for latent Gaussian models | Óli Páll Geirsson Birgir Hrafnkelsson Daniel Simpson Helgi Sigurdarson | 2020/5/1 | |
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond | Advances in Neural Information Processing Systems | Charles Margossian Aki Vehtari Daniel Simpson Raj Agrawal | 2020 |
Co-Authors
