Heikki Haario
Statistics and Probability · 1999–2012
A researcher in the Science corpus: 5 papers; trusts 8 researchers and is trusted by 87 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 16 citations into it; #677 of 12,932 by trust here, #695 by citations
- Artificial Intelligence — 10 citations into it; #2,738 of 35,345 by trust here, #4,979 by citations
- Atmospheric Science — 8 citations into it
- Mathematical Physics — 7 citations into it; #211 of 8,562 by trust here, #194 by citations
- Probabilistic & Bayesian Methods — 7 citations into it; #247 of 1,525 by trust here, #273 by citations
- Global and Planetary Change — 6 citations into it
Whom Heikki Haario trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Eero Saksman
- Antonietta Mira
- Gareth O. Roberts
- Johanna Tamminen
- Christophe Andrieu
- Walter R. Gilks
- Omiros Papaspiliopoulos
- Alexandros Beskos
Who trusts Heikki Haario overall
- Jasper A. Vrugt
- Christophe Andrieu
- C. T. ter Braak
- Rémi Bardenet
- Luca Martino
- Eric Laloy
- Peter J. Green
- Gareth O. Roberts
- Cristian Pasarica
- Jeffrey S. Rosenthal
Papers from Heikki Haario's perspective
Ordered by how strongly the researchers Heikki Haario trusts endorse each paper. Same corpus, a different order for every researcher.
- Sampling-Based Approaches to Calculating Marginal Densities
- On the ergodicity properties of some adaptive MCMC algorithms
- Adaptive proposal distribution for random walk Metropolis algorithm
- On adaptive Markov chain Monte Carlo algorithms
- Monte Carlo Sampling Methods Using Markov Chains and Their Applications
- Population Monte Carlo
- Optimal scaling for various Metropolis-Hastings algorithms
- Monte Carlo Statistical Methods
- Exact and computationally efficient likelihood‐based estimation for discretely observed diffusion processes (with discussion)
- Inference from Iterative Simulation Using Multiple Sequences
Their papers
- An adaptive Metropolis algorithm (2001) — 2,755 citations
- 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
- Adaptive proposal distribution for random walk Metropolis algorithm (1999)