Hi Boyan,
Yes it is possible to EAs to have a period of losing. Monitoring the performance of EAs over just a one week period is not sufficient to determine the long term outlook for the EA. Monitoring for a month will give a better understanding as to whether or not the EAs will continue to be profitable of should be replaced.
Alan,