Explainable insights from sequence regression
Business considerations Linear models are among the most explainable, and yet producing insights salient to business problems is not trivial. Adopt a simple formulation, and a direct interpretation of parameters will require multiple footnotes to bridge the gap between what is meaningful on the terms of learned associations and what can confirm or alter a manager’s point of view and strategy. Adopt a more complex formulation and, well, you must have amazing infrastructure....