Two regeneration-based bootstrap methods, namely, the Regeneration based-bootstrap [3, 19] and the Regenerative Block bootstrap [9] are shown to be valid for the problem of estimating the integral of a function with respect to the invariant measure in a β-null recurrent Markov chain with an accessible atom. An extension of the Central Limit Theorem for randomly indexed sequences is also presented.