Showing posts with label piger. Show all posts
Showing posts with label piger. Show all posts

Wednesday, July 15, 2015

Recession Watch: Piger and Term Spread Probabilities


For forecasting oncoming recession, from a purely statistical standpoint, we have two interesting data series to follow, the Piger Recession Probabilities and the Term Spread Probability of Recession

In the latest release of the Piger Recession Probability, the April data (... there is a reporting lag) indicates that the probability of recession has increased to 1.69%.

In 2008, Marcelle Chauvet of the University of California and Jeremy Piger of the University of Oregon published a paper titled “A Comparison of the Real-Time Performance of Business Cycle Dating Methods” which outlined two novel statistical methods (most notably the markov-switching method) for distilling recessionary turning points out of the very same macro data series that the NBER uses to make it’s cycle assessments.

As for the Term-Spread Probability of Recession, the latest data indicates that the probability for recession appears to be on the rise with the January 2016 probability (the probability that there will be a recession by that date) of 4.4%.

Spearheaded by economist Professor Arturo Estrella of the Rensselaer Polytechnic Institute, this method derives a probability of recession from the spread between long and short yields (10-year and 3-month) and is by all accounts the standard for recession probability forecasting.

Keep in mind that a positive indication using this method would require this probability to reach 30% so while the probability is clearly rising, the current probability is still quite low.

Wednesday, July 10, 2013

Recession Watch 2013: Piger Probability Series


Last year I reported on a relatively new recession probability indicator (… the “markov switching” series recently introduced to the Fed FRED/Blytic) that was giving a pretty clear, though preliminary, indication of probable recession.

While I noted that the series was highly revised, I pointed out that even taking into account the revisions, the series was giving a recession signal since using just the "maximum" reported values (values that had been all been revised lower) the reporting 20% probability was very unusual and typically associated to oncoming trouble.

In the latest release, the April data (... there is a reporting lag) indicates that the probability of recession has increased to 3.08% while the standout August 2012 value (that initially peaked interest in this series) has now been revised to 1.22%.

It's important to note though that the point of my prior post was to highlight just the "maximum" reported values and while the latest release revises down August's 19.6% and reports an additional low probability for the latest month, it makes no difference... the fact remains that this series has NOT given such a significant over estimate of recession without there being a probable recession ahead.

Now clearly, there could always be a first time... this is just estimated data... but the prior 19.6% reported figure clearly argues for following this series very closely in the coming months.  

Monday, February 04, 2013

Recession Watch 2013: Piger Probability Series


Last year I reported on a relatively new recession probability indicator (… the “markov switching” series recently introduced to the Fed FRED/Blytic) that was giving a pretty clear, though preliminary, indication of probable recession.

While I noted that the series was highly revised, I pointed out that even taking into account the revisions, the series was giving a recession signal since using just the "maximum" reported values (values that had been all been revised lower) the reporting 20% probability was very unusual and typically associated to oncoming trouble.

In the latest release, the November data (... there is a reporting lag) indicates that the probability of recession has declined to .22% while the standout August value (that initially peaked interest in this series) has now been revised to 1.7%.

It's important to note though that the point of my prior post was to highlight just the "maximum" reported values and while the latest release revises down August's 19.6% and reports an additional low probability for the latest month, it makes no difference... the fact remains that this series has NOT given such a significant over estimate of recession without there being a probable recession ahead.

Now clearly, there could always be a first time... this is just estimated data... but the prior 19.6% reported figure clearly argues for following this series very closely in the coming months.