Timely example
This New York Times op-ed is exactly what I was talking about in this post from earlier today.
Despite significant gains in 2004, the total income Americans reported to the tax collector that year, adjusted for inflation, was still below its peak in 2000, new government data shows.
Reported income totaled $7.044 trillion in 2004, the latest year for which data is available, down from more than $7.143 trillion in 2000, new Internal Revenue Service data shows.
It has all the features that Alan Reynolds conclusively demolished as being an accurate way to analyze income data. I have only read through part of the book once, and it is still on my nightstand so I can’t refer to it now, but it goes through several techniques that Reynolds completely destroyed.
I wish I had gained the expertise to demonstrate this myself, right now I only know enough to recognize this as bs when I see it.



The New York Times piece about income reported on tax return simply proved what we already know — namely, that stock prices were higher in 2000 than in 2004.
Reported income includes one-time windfalls from exercised stock options and realized capital gains, both of which peaked with tech stocks in early 2000. Even as stocks started to fall in 2000 and 2001, there were still many long-term capital gains “realized” (cashed-in)from older investments as stockholders rushed for the exit.
As one of those investors, I reported the most “income” ever to the IRS in 2000, even as the market value of my lifetime savings fell by nearly a third.