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stat.AP2026
A context-specific causal model for estimating the effect of extended length of overnight stay on traveller's total expenditure
Lauri Valkonen, Juha Karvanen
Tourism significantly affects the economies of many countries. Understanding the causal relationship between the length of overnight stay and traveller's expenditure is crucial for…
stat.AP2024
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…