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Explicit Variable Modelling directly integrates diverse individual factors into the pricing model, providing granular control and insights at the cost of increased model complexity.
Demand-Based Modelling uses demand as a an indicator that implicitly subsumes influencing factors, offering a streamlined approach that simplifies decision-making but may obscure the impact of individual variables.
This contrast highlights a fundamental trade-off between complexity and manageability in predictive modelling, where choosing between these approaches depends on the specific requirements and constraints of the pricing strategy in question.
to tweak — parameterise — demand. Health concerns. Event popularity change. After Covid, no-one should need reminding how significant health news can be. Event popularity change. Star.