Matti Vihola

Statistics and Probability · 2008–2013

A researcher in the Science corpus: 3 papers; trusts 13 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 24 citations into it; #3,137 of 12,932 by trust here, #5,294 by citations
• Mathematical Physics — 14 citations into it; #3,487 of 8,562 by trust here, #5,408 by citations
• Artificial Intelligence — 12 citations into it
• Probabilistic & Bayesian Methods — 10 citations into it

Whom Matti Vihola trusts overall

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

1. Christophe Andrieu
2. Gareth O. Roberts
3. S. Jarner
4. P. Baxendale
5. MARK A. Beaumont
6. Jeffrey S. Rosenthal
7. Arnaud Doucet
8. Yves F. Atchadé
9. Richard L. Tweedie
10. Ernst Hansen

Who trusts Matti Vihola overall

1. Christophe Andrieu
2. Peter J. Green
3. K. Latuszy'nski
4. Baxter S. Eaves
5. George Deligiannidis
6. Marcelo Pereyra
7. Arnaud Doucet
8. John A. Thoms
9. Patrick Shafto
10. Anthony Lee

Papers from Matti Vihola's perspective

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

1. Geometric ergodicity of Metropolis algorithms
2. Geometric convergence and central limit theorems for multidimensional Hastings and Metropolis algorithms
3. The pseudo-marginal approach for efficient Monte Carlo computations
4. Monte Carlo Statistical Methods
5. On adaptive Markov chain Monte Carlo algorithms
6. On the ergodicity properties of some adaptive MCMC algorithms
7. Convergence properties of pseudo-marginal Markov chain Monte Carlo algorithms
8. Polynomial convergence rates of Markov chains.
9. Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator
10. Renewal theory and computable convergence rates for geometrically ergodic Markov chains

Their papers

• Convergence properties of pseudo-marginal Markov chain Monte Carlo algorithms (2012) — 135 citations
• On the ergodicity of the adaptive Metropolis algorithm on unbounded domains (2008) — 78 citations
• Uniform ergodicity of the iterated conditional SMC and geometric ergodicity of particle Gibbs samplers (2013) — 94 citations