ARRANGEMENTS counts 12 letters :
2 ARNE and 1 GMTS.
So the number of arrangements is :
12!(2!)4(1!)4=29937600 (multinomial distribution)
The number of arrangements beginning with EE is :
10!(2!)3(1!)4=453600
So the odds for an arrangement to begin with EE is :
45360029937600=166.