We extend the work of Koehler, Skvortsov, and Vos (2013) to measure cross-device
online audiences. The method performs demographic corrections in the usual way
device-by-device. A new method that converts cross-device cookie counts to user
counts is introduced. We provide practical recipes for fitting this transformation
function and then demonstrate its use using online panel data from Japan.