- PHD CONFIRMATION SEMINAR
- Speaker: Mahdi Abolghasemi, The University of Newcastle
- Title: An integrated stochastic-statistical model for demand forecasting in supply chain
- Location: Room V206, Mathematics Building (Callaghan Campus) The University of Newcastle
- Time and Date: 10:30 am, Fri, 10th Mar 2017
In this talk, we discuss a new approach to demand forecasting in supply chains. Demand forecasting is an inevitable task in supply chain management. Due to the endogenous and exogenous factors impact a supply chain, the regime of the supply chain may vary significantly. Such changes in the regime can bring a high volatility to demand time series and consequently, a single statistical model may not suffice to forecast the demand with a desirable level of precision. We develop a nexus between stochastic processes and statistical models to forecast the demand in supply chains with regime switching. The preliminary results on real world time series data sets are promising.
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