The probability of informed trading (PIN) of Easley, Kiefer, O’Hara and Paperman is, in their model of daily order flow, the share of trades that come from informed traders: , where an information event occurs on a day with probability , is bad news with probability , brings informed orders at rate , and uninformed buys and sells arrive at rates and .
mx_spread.pin_bias.