A method for controlling a laundry drying machine having a laundry treating chamber and a control unit which receives a signal indicative of laundry moisture from a moisture sensor. The method includes receiving a user input of a laundry treating program, and, in the machine initialization phase, comparing the laundry moisture indicated by the signal to a first threshold, which is stored in the control unit and is indicative of dried laundry or empty threating chamber. If the signal is determined to be equal or less than the first threshold, one or more of the following actions is performed: carrying out only a portion of the selected laundry treating program; skipping the program main phase; starting the program final phase; stopping the laundry treating program; providing a notification of dried laundry and/or empty treating chamber.