As a professional geophysicist I have a lot of sympathy with the data analysis approach. The great thing about economics is that’s there’s lots of free data out there that people try to keep accurate. I have tried using my signal processing experience here but there are limits. A lot of economic data is not sinusoidal; there are discontinuities.
However, as someone interested in economics I have to say I have always seen it as a social science, not a natural science. Human behaviour is involved. And with human behaviour, experience trumps data modelling.
In 2002 a lot of people were saying that a depression was coming because of the similarities (in the data) with 1929 and what followed. Well, a depression didn’t happen. Personally, I think the human factor intervened - learning from past mistakes and taking action to avoid them.
More significantly, at the moment there are people saying the US is heading for an inflationary bust and the only safe haven is gold. A proponent of this is Dr. Marc Faber. His articles are
here. ‘Buy gold to hedge US dollar downside risk’ is a good example. Even better is to watch Marc’s interview with Michael Levy
here.
Personally, I don’t buy the gold story. I think it’s another speculative bubble. More importantly I think people will act to avoid the problems Marc is talking about because they’ve learned from the past. But I’ll be watching to see if they do and I’ll change my mind if they don’t.
Predicting GDP and inflation from past data is fine but I think you have to translate that into a prediction of what banks, consumers, employees, businesses and politicians will do to see if it makes sense. They may just decide not to go along with it.