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lectures/markov_chains_II.md
@@ -145,7 +145,7 @@ We'll come back to this a bit later.
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We discussed uniqueness of stationary distributions our {doc}`earlier lecture on Markov chains <markov_chains_I>`
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-There we {ref}`stated <mc_po_conv_thm>` that uniqueness holds when the transition matrix is everywhere positive.
+There we {prf:ref}`stated <mc_po_conv_thm>` that uniqueness holds when the transition matrix is everywhere positive.
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In fact irreducibility is sufficient:
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