Demand Forecasting with the Augmented Dynamic Adaptive Model

Event Details

Files for the workshop.

Abstract: Ivan Svetunkov will deliver an online workshop with examples in R explaining how to use ADAM in several scenarios.

The workshop will be delivered in a format of short interactive lectures supported by examples in R based on Ivan’s monograph “Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)“. We will have several case studies and see how specific real life problems can be solved using the adam() function and other functions from the smooth package in R.

An outline of the training session:

  1. Very brief introduction to ETS framework,
  2. How to incorporate explanatory variables in ETS?
  3. How to deal with intermittent demand using ETS?
  4. What to do with multiple seasonalities?
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