Here it is claimed that:
The dimension of a valuation ring is equal to the rank of its value group.
I couldn't find confirmation of this statement so I'm trying to prove it myself. Here is what I have so far.
Let $R$ be a valuation ring with (surjective) valuation $v \colon Q(R)^\times \to \Gamma$, so that $\Gamma$ is its value group. Suppose that $\Gamma$ has rank $r$, so it has a maximal linearly independent subset $\{z_1, \ldots, z_r\}$. Then $\Gamma$ has at least $r + 1$ isolated (convex) subgroups (a subgroup such that if it contains $a$, $b$ then it contains all $x$ in between $a \le x \le b$): the trivial subgroup and each of the subgroups $\langle{z_1}\rangle, \ldots, \langle{z_r}\rangle$.
By exercise 32 in chapter 5 of Atiyah-Macdonald "Introduction to Commutative Algebra", there is a bijective correspondence between the set of prime ideals of $R$ and the set of isolated subgroups of $\Gamma$. Therefore there are at least $r + 1$ prime ideals. Since in a valuation ring ideals are linearly ordered by inclusion, this means that there is a chain of prime ideals of length at least $r$: $$ (0) = \mathfrak{p}_0 \subsetneq \mathfrak{p}_1 \subsetneq \cdots \subsetneq \mathfrak{p}_r $$ Therefore the dimension of $R$ is at least $r$.
Can you help me verify and complete the proof, namely show there are exactly $r + 1$ isolated subgroups of $\Gamma$?