主权项 |
1. A computer-implemented method for estimating statistical data, comprising:
receiving, by a data processing system having one or more processors, a plurality of cookies including a first set of cookies and a second set of cookies, each of the first set of cookies corresponding to a query received with an associated cookie and including an initialization time stamp indicating when the cookie was created and a request time stamp corresponding to an action within a predetermined time period that generates an advertisement auction; determining, for each of the first set of cookies, a time difference between the request time stamp and the initialization time stamp of the cookie; selecting, from the first set of cookies, a second set of cookies, the time difference of each cookie of the second set of cookies between the request time stamp and the initialization time stamp exceeding a first predetermined length of time and below a second predetermined length of time, each of the second set of cookies corresponding to a respective unique user identifier;determining a first number of unique user identifiers associated with the second set of cookies; and
estimating, by the data processing system, a second number of unique user identifiers that accounts for unselected cookies from the plurality of cookies by multiplying the first number of unique user identifiers with a ratio of (i) a number of cookies in the plurality of cookies or a number of cookies in the first set of cookies (ii) over a number of cookies in the second set of cookies. |