Saturday, December 13, 2014

Echoes of the financial crisis



I'm procrastinating packing for my trip.


But Scott Sumner mentioned the Big Bang today, which as a physicist, gives me license to opine about the subject at hand. He says:
Instead, the recent deflation [2014] is a distinct echo of the actual NGDP “deflation” ... that occurred in the early part of this decade [2010-2011].

At the top of this post is the (spatial) power spectrum of the fluctuations in the cosmic microwave background (CMB) radiation. This (spatial) ringing (echo) is similar to the ringing you'll sometimes see in a jpeg image that derives from e.g. "overshooting".

Sumner's story is that earlier changes in NGDP are showing up now in inflation after being obscured by commodity prices. I'd like to put forward an alternative story using the information transfer model. The current deflation is mostly part of a long run trend, but there are fluctuations that are echoes of the real big bang: the 2008 financial crisis.

First, let's separate out the contributions to the price level from NGDP terms and monetary base terms (we can do this in the information transfer model):


There is a faint hint of a ringing from the late 2008 financial crisis. I did a fit to a simple ~ exp(t) sin(t) model for these two components:


This actually works really well. However you'd only be able to see it if you can separate out these two components because the fluctuations are almost too small to pull out in the sum relative to the magnitude of the noise. 

This model puts the source of the ringing at the financial crisis -- the commodity booms of the early part of the decade likely follow from it (basically a rebound from the low) as well as the recent deflation (which is on top of a long run trend towards deflation).

It's still not a perfect model, but it's an interesting take. Here's the graph of all the pieces together:




2 comments:

  1. Hey Jason, have you seen this JKH post talking about the seciton of the John Cochrane paper where he suggests that the currency component of the moetary base is irrelevant?

    http://monetaryrealism.com/monetarism/

    I thought it would interest you because it is exactly the opposite of your empirical finding for the best fit using ITM

    ReplyDelete
    Replies
    1. Thanks for the link, Ben. As I read Cochrane's argument it basically says currency is small compared to NGDP and everyone uses electronic money.

      However, in the information transfer model what is important is that it defines the "unit of account" ... That's why it defines the price level and NGDP (or maybe, NGDP and currency define each other).

      But there really is no data based argument in Cochrane's case. The amount of material that defined the kilogram model was minuscule compared to all the kilograms of material out there!

      Delete

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