Juiced Data
We have been watching, with no small degree of skepticism, a stream of improving Macro-economic data. Color us unconvinced. Many of the key releases have been fraught with misleading headlines obscuring much weaker data beneath, and last month was no different. From Inflation to Federal Deficit to Unemployment Rates to Industrial Output to recent GDP (and its revisions), nearly every data point comes with an asterisk.
When we look back at this period of economic home runs, we will call it the season of steroids. Like Major Leaguers, the Data is on the Juice.
Kindly return your PomPoms to the gymnasium at the end of the
semester.
BLS BEA hath wrought. Their
GDP revisions for 2005 Q1 border on the absurd. In order to crank GDP from its
disappointing initial reading of 3.1% to the more vigorous final 3.8%, the BLS
BEA had to make some sketchy adjustments. Primary amongst their changes was (I am not making this up!) an actual decrease in Home Prices for Q1. Thus, by
somehow emphasizing unit sales (as opposed to price appreciation), courtesy of
the Price Deflator, GDP became higher in the final read.
Torture the data long
enough, and it will confess to whatever you want it to.
>
UPDATE: August 2, 2005 9:43pm
A few quick points: When GDP is calculated, one of the components is Structures (Residential). That's the line where the new home construction supposedly dropped in price. The data comes from Census (part of BEA). Here is the relevant line from the Technical Note, under "Sources of Revisions":
. Investment in residential structures was revised up, mainly on the basis of a downward revision to the Census price index for single-family houses. (Emphasis mine).
If prices went down, unit production went up. So not only do we have more output (units built), but since prices theoretically declined, the price deflator does its thing. Voila! GDP revised from 3.1% to 3.8%! (Hey kids, its magic)
Note also that part of GDP measures new -- but not existing -- home sales. The transaction of shifting title from one party to another isn't considered production (nothing gets made), while building a new residential structure is.
Lastly, a Brain Freeze™ caused me to type BLS instead of BEA. Those responsible for this error have been sacked.
>
Tuesday, August 02, 2005 | 11:56 AM | Permalink
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» Leading economic indicators: Is the data on steroids? from E Pluribus Unum
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Comments
Thinking about the textbook theory of why financial fraud occurs gives us an easy rationale for this statistical monkeying:
"the purpose of financial reporting is to obtain cheap capital ... If [this can be best achieved with] statements that measure financial condition inaccurately, [the logic of shareholder value] obliges management to publish that sort, rather than the type held up as a model in accounting textbooks."
Ie, if the choice is between taking a hit for telling the truth, and getting a reward for making it up, the latter is the path to go. Obviously, this approach heavily discounts future value, and fails the naieve "truth wins in the long term" test, because the kind of companies for whom fraud is a good option are choosing between bankruptcy now and bankruptcy later, when fraud is discovered.
In the government's case, it is to prove to the world that the US has a strong economy, so they will continue to lend to us at low interest rates.
To this, I say:
"The government has a setup that Bernie Ebbers will probably spend the rest of his life dreaming enviously about from prison: I get to report the numbers I think are meaningful, and I get to determine how the numbers I report are calculated."
http://ddo.typepad.com/ddo/2005/07/why_worldcom_an.html
Posted by: Ed | Aug 2, 2005 1:51:50 PM
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