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How does information competition affect new product diffusion? : insights from computational experiments

Xiao, Yu; Liu, Liangliang - In: Journal of business research : JBR 183 (2024), pp. 1-14

Persistent link: https://www.econbiz.de/10015144062

Forecasting new product diffusion with agent-based models

Xiao, Yu; Han, Jingti - In: Technological forecasting & social change : an … 105 (2016), pp. 167-178

Persistent link: https://www.econbiz.de/10011609871

Using differential equation-based models to calibrate agent-based diffusion models

Xiao, Yu; Han, Jingti - In: IEEE transactions on engineering management : EM ; a … 71 (2024), pp. 586-597

Persistent link: https://www.econbiz.de/10015404960

A Fast Method for Agent-Based Model Fitting of Aggregate-Level Diffusion Data

Xiao, Yu - 2017

This paper provides theoretical arguments and simulation evidence regarding how a differential equation-based diffusion model (DE) can be used to improve the efficiency of an agent-based model (ABM) fitting market-level diffusion data. Using computational experiments, we observe that the DE fits...

Persistent link: https://www.econbiz.de/10012968045