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researcher

Ville A. Satopaa

6 papers hereh-index 71.5k citations12 works total

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

author position
  • sole author1
  • first author4
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20142017
most citedProbability aggregation in time-series: Dynamic hierarchical modeling of sparse expert beliefs

33 citations · 44 across the 5 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

stat.ME2015★ 5 cited

Combining and Extremizing Real-Valued Forecasts

Ville Satopää, Lyle Ungar

The weighted average is by far the most popular approach to combining multiple forecasts of some future outcome. This paper shows that both for probability or real-valued forecasts…

stat.ME2015

Partial Information Framework: Model-Based Aggregation of Estimates from Diverse Information Sources

Ville A. Satopää, Shane T. Jensen, Robin Pemantle +1

Prediction polling is an increasingly popular form of crowdsourcing in which multiple participants estimate the probability or magnitude of some future event. These estimates are t…

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