If H is already the intersection of prime ideals than rad(H) = H. It follows that rad(rad(H)) = rad(H).
Here is an equivalent definition of rad(H). The radical of H is the set of elements x such that xn lies in H for some positive n.
If H = R then every x is in H, and rad(H) = R, as it should. So assume H is a proper ideal.
Let xn lie in H, hence in every prime ideal containing H. This means x is in every prime ideal containing H, and x is in rad(H). Conversely, assume xn is never in H, and let S be the multiplicative set consisting of the powers of x. Since H and S are disjoint, some maximal prime ideal contains H and misses S, whence x is not in rad(H).
This characterization is probably the origin of the term "radical ideal", for radical means nth root, and rad(H) is the set of radicals of elements of H. This characterization only applies when R is commutative.
Using our alternate definition, the nil radical is the ideal consisting of all nilpotent elements.
A ring is reduced if its nil radical is 0. An integral domain has no zero divisors, no nilpotent elements, and is therefore reduced.
Since prime ideals correspond, R/rad(H) has 0 as the intersection of prime ideals, and is reduced.
Conversely, if R/nil(R) is a field, then nil(R) is a maximal ideal, which is the only prime ideal.
If xn is in H it is in each of the ideals containing H. Conversely, if some power of x is in each of the ideals, the largest power of x is in all of them, and xn is in H.
Since the product ideal is contained in the intersection, the radical of the product is contained in the radical of the intersection. Conversely, let x lie in the radical of the intersection, hence xn is in each of the ideals. If there are k ideals, xnk is included in the product, thus the radical of the intersection is contained in the radical of the product.
As a corollary, rad(Hn) = rad(H).
Divide out by any prime ideal, and everything in the quotient ring satisfies xn = x. Remember that this is an integral domain. For x nonzero, xn-1 = 1, and xn-2 is the inverse of x. Everything is invertible, the quotient ring is a field, and our prime ideal is maximal.