The rate of dehydration is related to the ease of formation of Carbocation and the energy of the carbocation intermediate. -.
Dehydration involves formation of carbocation 1st and since tertiary carbocation is more stable than secondary and primary therefore 3° is dehydrated first.
The ease of formation of Carbocation is Tertiary>Secondary>Primary.