Marko Laine
Statistics and Probability · 2006–2012
A researcher in the Science corpus: 3 papers; trusts 9 researchers and is trusted by 21 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 18 citations into it; #3,298 of 12,932 by trust here, #2,858 by citations
- Artificial Intelligence — 13 citations into it; #10,805 of 35,345 by trust here, #13,962 by citations
- Mathematical Physics — 10 citations into it; #2,393 of 8,562 by trust here, #1,475 by citations
- Atmospheric Science — 8 citations into it
- Probabilistic & Bayesian Methods — 7 citations into it
- Global and Planetary Change — 6 citations into it
Whom Marko Laine trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Heikki Haario
- Antonietta Mira
- Eero Saksman
- Omiros Papaspiliopoulos
- Christophe Andrieu
- Gareth O. Roberts
- Alexandros Beskos
- Johanna Tamminen
- Dick Dee
Who trusts Marko Laine overall
- Jasper A. Vrugt
- C. T. ter Braak
- Peter J. Green
- Youssef M. Marzouk
- Xun Huan
- Christophe Andrieu
- Liang Yan
- Tarek A. El-Moselhy
- Hongqiao Wang
- Antti Solonen
Papers from Marko Laine's perspective
Ordered by how strongly the researchers Marko Laine trusts endorse each paper. Same corpus, a different order for every researcher.
- On the ergodicity properties of some adaptive MCMC algorithms
- Adaptive proposal distribution for random walk Metropolis algorithm
- Population Monte Carlo
- On adaptive Markov chain Monte Carlo algorithms
- Sampling-Based Approaches to Calculating Marginal Densities
- Exact and computationally efficient likelihood‐based estimation for discretely observed diffusion processes (with discussion)
- Monte Carlo Statistical Methods
- Optimal scaling for various Metropolis-Hastings algorithms
- Retrospective exact simulation of diffusion sample paths with applications
- DRAM: Efficient adaptive MCMC (Statistics and computing)
Their papers
- DRAM: Efficient adaptive MCMC (2006) — 1,535 citations
- 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