41 citations · 112 across the 21 of their papers we have counts for
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stat.ML2023★ 1 cited
Simulating counterfactuals
Juha Karvanen, Santtu Tikka, Matti Vihola
Counterfactual inference considers a hypothetical intervention in a parallel world that shares some evidence with the factual world. If the evidence specifies a conditional distrib…
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.ME2023★ 3 cited
dynamite: An R Package for Dynamic Multivariate Panel Models
Santtu Tikka, Jouni Helske
dynamite is an R package for Bayesian inference of intensive panel (time series) data comprising multiple measurements per multiple individuals measured in time. The package suppor…