Solution:
1. Verify the FTP works by the command line
C:> ftp <IP Address>.
2. If it works then also Stat should work as well. If not then perform the point #3 below.
3. Looking at the IIS configuration, make sure that the FTP authentication 'Allow SSL' not SSL Only.