For example, a user characteristics such as weight may be associated with a variance of a 1.1 pounds or 0.5 kilograms per day for a first user and 2.2 pounds or 1 kilogram per day for a second user, allowing the system to calculate the probabilities that a particular sensor reading is an updated value of a previous measurement taken a know number of days in the past.