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To choose appropriate models you need to understand both the maths and the business environment. Media industries and financial institutions have both been unsuccessful in marrying these two skills.
The practical man must build out, step-by-step from the current situation – the science of muddling through.
If we are persistently irrational, perhaps the behaviour is not irrational.