Am I blind or does this paper spend a huge amount of time lamenting the failures to notice the issue, without ever once actually describing the issue. I don't claim to be very knowledgable here, so can someone fill in the gaps for those of us who want to know exactly why Fig 2. is so damning?
TL;DR: Stock prices in the US go up overnight and come down during the trading session. The only explanation must be that some shadowy trading firm with a lot of money is buying a bunch of $stock in the morning and selling it back later in the day (at a loss), because it inflates the value of their much larger stockpile of $stock that they hold onto overnight.