Antti Solonen

Statistics and Probability · 2010–2012

A researcher in the Science corpus: 2 papers; trusts 6 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 16 citations into it
• Artificial Intelligence — 13 citations into it
• Atmospheric Science — 8 citations into it
• Mathematical Physics — 8 citations into it
• Global and Planetary Change — 6 citations into it

Whom Antti Solonen trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Antonietta Mira
2. Omiros Papaspiliopoulos
3. Alexandros Beskos
4. Gareth O. Roberts
5. Heikki Haario
6. Christophe Andrieu
7. Olivier Capp'e
8. Marko Laine
9. H. Järvinen
10. E. Roeckner

Who trusts Antti Solonen overall

1. Peter J. Green
2. Tapio Schneider
3. K. Latuszy'nski
4. Shiwei Lan

Papers from Antti Solonen's perspective

Ordered by how strongly the researchers Antti Solonen trusts endorse each paper. Same corpus, a different order for every researcher.

1. Population Monte Carlo
2. Sampling-Based Approaches to Calculating Marginal Densities
3. On the ergodicity properties of some adaptive MCMC algorithms
4. Adaptive proposal distribution for random walk Metropolis algorithm
5. Exact and computationally efficient likelihood‐based estimation for discretely observed diffusion processes (with discussion)
6. Monte Carlo Statistical Methods
7. Retrospective exact simulation of diffusion sample paths with applications
8. Optimal scaling for various Metropolis-Hastings algorithms
9. Inference from Iterative Simulation Using Multiple Sequences
10. DRAM: Efficient adaptive MCMC (Statistics and computing)

Their papers

• Efficient MCMC for Climate Model Parameter Estimation: Parallel Adaptive Chains and Early Rejection (2012) — 95 citations
• Estimation of ECHAM5 climate model closure parameters with adaptive MCMC (2010) — 61 citations