Friday, November 15, 2013

Recession Probability Models

There are a variety of economic models that are supposed to predict the probabilities of recession.
While I don’t agree with the methodologies employed or probabilities of impending economic weakness as depicted by the following two models, I think the results of these models should be monitored.
Please note that each of these models is updated regularly, and the results of these – as well as other recession models – can fluctuate significantly.
The first is the “Yield Curve as a Leading Indicator” from the New York Federal Reserve.  I wrote a blog post concerning this measure on March 1, 2010, titled “The Yield Curve as a Leading Indicator.”
Currently (last updated November 4, using data through October) this “Yield Curve” model shows a 1.54% probability of a recession in the United States twelve months ahead.  For comparison purposes, it showed a 1.07% probability through September, and a chart going back to 1960 is seen at “Probability Of U.S. Recession Charts.” (pdf)
The second model is from Marcelle Chauvet and Jeremy Piger.  This model is described on the St. Louis Federal Reserve site (FRED) as follows:
Smoothed recession probabilities for the United States are obtained from a dynamic-factor markov-switching model applied to four monthly coincident variables: non-farm payroll employment, the index of industrial production, real personal income excluding transfer payments, and real manufacturing and trade sales. This model was originally developed in Chauvet, M., “An Economic Characterization of Business Cycle Dynamics with Factor Structure and Regime Switching,” International Economic Review, 1998, 39, 969-996. (http://faculty.ucr.edu/~chauvet/ier.pdf)
Additional details and explanations can be seen on the “U.S. Recession Probabilities” page.
This model, last updated on November 13, 2013, currently shows a .56% probability using data through August.
Here is the FRED chart (last updated November 13, 2013) :
RECPROUSM156N_11-13-13 .56 percent
Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Marcelle Chauvet and Jeremy Piger; U.S. Recession Probabilities [RECPROUSM156N]; accessed November 14, 2013:
-
The two models featured above can be compared against measures seen in recent blog posts.  For instance, as seen in the November 12 post titled The November 2013 Wall Street Journal Economic Forecast Survey“ economists surveyed averaged a 13% probability of a U.S. recession within the next 12 months.
Of course, there is a (very) limited number of prominent parties, such as ECRI (most recently featured in the November 8 post titled “Long-Term Charts Of The ECRI WLI & ECRI WLI,Gr. – November 8, 2013 Update“) that believe the U.S. is currently experiencing a recession.
_____
The Special Note summarizes my overall thoughts about our economic situation
SPX at 1790.62 as this post is written

No comments:

Post a Comment