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S. Tikka

23 papers hereh-index 11372 citations35 works total

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

author position
  • sole author1
  • first author11
  • middle author8
  • last author3

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ME8
  • stat.ML7
  • cs.AI2
  • stat.AP2
  • cs.CY1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedIdentifying Causal Effects with the R Package causaleffect

41 citations · 112 across the 21 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2023

Price Optimization Combining Conjoint Data and Purchase History: A Causal Modeling Approach

Lauri Valkonen, Santtu Tikka, Jouni Helske +1

Pricing decisions of companies require an understanding of the causal effect of a price change on the demand. When real-life pricing experiments are infeasible, data-driven decisio…

stat.AP2020★ 6 cited

Do-search -- a tool for causal inference and study design with multiple data sources

Juha Karvanen, Santtu Tikka, Antti Hyttinen

Epidemiological evidence is based on multiple data sources including clinical trials, cohort studies, surveys, registries and expert opinions. Merging information from different so…

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