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researcher

M. Vihola

35 papers hereh-index 171.4k citations58 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author5
  • first author2
  • middle author3
  • last author25

Across the 35 of 35 papers where every author was matched, so the position is known.

fields
  • stat.CO18
  • math.PR11
  • math.ST2
  • stat.ME2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedOn the ergodicity of the adaptive Metropolis algorithm on unbounded domains

70 citations · 315 across the 30 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2020★ 1 cited

Hierarchical log Gaussian Cox process for regeneration in uneven-aged forests

Mikko Kuronen, Aila Särkkä, Matti Vihola +1

We propose a hierarchical log Gaussian Cox process (LGCP) for point patterns, where a set of points x affects another set of points y but not vice versa. We use the model to invest…

stat.ME2018★ 2 cited

Unbiased inference for discretely observed hidden Markov model diffusions

Neil K. Chada, Jordan Franks, Ajay Jasra +2

We develop a Bayesian inference method for diffusions observed discretely and with noise, which is free of discretisation bias. Unlike existing unbiased inference methods, our meth…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.