Excel Mistakes

So apparently a couple of economists, Kenneth Rogoff and Carmen Reinhart, made a colossal fuck-up on excel that led to a faulty conclusion for their paper.

Now, not referencing all the relevant cells is some real first year amateur hour shit, but this reminds me of the time I used an improper reference (e.g. $C3 where it should have been C$3) and didn't notice it. A couple hours later I'm receiving an indignant wrath of god-esque speech about checking your references. Anyone else have similar stories?

 

WSO is too quick to judge and loves to comment on thing they know little about. RR are two of the most respected minds in the field. Clearly none of you care enough about this topic but love to jump on the hate bandwaggon, as their JEP paper and book address all of this, which makes the excel mistake have less of an impact. Regardless of the value, clearly high public debt to GDP hinders growth, as each bucket as a smaller growth rate.

Fucking college kids

FROM Rogoff himself (pulled off of Alphaville FT, errors are not my own):

We literally just received this draft comment, and will review it in due course. On a cursory look, it seems that that Herndon Ash and Pollen also find lower growth when debt is over 90% (they find 0-30 debt/GDP , 4.2% growth; 30-60, 3.1 %; 60-90, 3.2%,; 90-120, 2.4% and over 120, 1.6%). These results are, in fact, of a similar order of magnitude to the detailed country by country results we present in table 1 of the AER paper, and to the median results in Figure 2. And they are similar to estimates in much of the large and growing literature, including our own attached August 2012 Journal of Economic Perspectives paper (joint with Vincent Reinhart) . However, these strong similarities are not what these authors choose to emphasize.

The 2012 JEP paper largely anticipates and addresses any concerns about aggregation (the main bone of contention here), The JEP paper not only provides individual country averages (as we already featured in Table 1 of the 2010 AER paper) but it goes further and provide episode by episode averages. Not surprisingly, the results are broadly similar to our original 2010 AER table 1 averages and to the median results that also figure prominently.. It is hard to see how one can interpret these tables and individual country results as showing that public debt overhang over 90% is clearly benign..

The JEP paper with Vincent Reinhart looks at all public debt overhang episodes for advanced countries in our database, dating back to 1800. The overall average result shows that public debt overhang episodes (over 90% GDP for five years or more) are associated with 1.2% lower growth as compared to growth when debt is under 90%. (We also include in our tables the small number of shorter episodes.) Note that because the historical public debt overhang episodes last an average of over 20 years, the cumulative effects of small growth differences are potentially quite large. It is utterly misleading to speak of a 1% growth differential that lasts 10-25 years as small.

By the way, we are very careful in all our papers to speak of “association” and not “causality” since of course our 2009 book THIS TIME IS DIFFERENT showed that debt explodes in the immediate aftermath of financial crises. This is why we restrict attention to longer debt overhang periods in the JEP paper., though as noted there are only a very limited number of short ones. Moreover, we have generally emphasized the 1% differential median result in all our discussions and subsequent writing, precisely to be understated and cautious , and also in recognition of the results in our core Table 1 (AER paper).

Lastly, our 2012 JEP paper cites papers from the BIS, IMF and OECD (among others) which virtually all find very similar conclusions to original findings, albeit with slight differences in threshold, and many nuances of alternative interpretation.. These later papers, by they way, use a variety of methodologies for dealing with non-linearity and also for trying to determine causation. Of course much further research is needed as the data we developed and is being used in these studies is new. Nevertheless, the weight of the evidence to date –including this latest comment — seems entirely consistent with our original interpretation of the data in our 2010 AER paper.

 

I will add that regardless of the value, clearly high public debt to GDP hinders growth, as each bucket as a smaller growth rate. I will add that they repeatedly stressed the value less important than the conclusion. The fact that overzealous politicians oversimplified economic research to push their agendas is of little concern to these two.

 

I don't know why everyone decided to get political. The topic was Excel Mistakes. I used the above as an example of someone making a boneheaded error on excel in order to get a discussion started on similar f-ups we've made.

Making money is art and working is art and good business is the best art - Andy Warhol
 

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This to all my hatin' folks seeing me getting guac right now..

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