On Revisions and on Conditioning

Both have to be “handled with care”.


Revisions


We’re all tempted to make predictions on the basis of the last data point. And even more difficult to resist is the temptation to make definitive statements on the basis of data that are sure to be revised. For instance, we see this question from Casey Mulligan, “Where’s the GDP Disaster?”.

State and Local Employment and Spending Trends

In a recent Economix post, Casey Mulligan asserts that aid to the states and localities is unwarranted given that state and local government employment is doing just fine. His graph highlighting cumulative gains/losses ends in January 2009, to show what had transpired by the time the stimulus bill was being debated. How do things look if one extends the sample to August 2009? And what about spending as opposed to employment?

Employment, Hours, and Estimated Output

Some observations on the employment situation and other economic indicators: (1) Not only is nonfarm payroll employment slowing its rate of descent, so is private employment; (2) but perhaps more dramatically the decline of aggregate hours halted last month; (3) the rate of decrease has diminished even faster for civilian employment measured by the household survey, and indeed; (4) the household (research) series adjusted to conform to the payroll series is now improving; and (5) a first “estimate” of July GDP supports the case for stabilization of output.