We establish conditions which (in various settings) guarantee the exis
tence of equilibria described by ergodic Markov processes with a Borel
state space S. Let P(S) denote the probability measures on S, and let
s bar arrow pointing right G(s) subset-of P(S) be a (possibly empty-v
alued) correspondence with closed graph characterizing intertemporal c
onsistency, as prescribed by some particular model. A nonempty measura
ble set J subset-of S is self-justified if G(s) and P(J) is not empty
for all s is-an-element-of J. A time-homogeneous Markov equilibrium (T
HME) for G is a self-justified set J and a measurable selection PI: J
--> P(J) from the restriction of G to J. The paper gives sufficient co
nditions for existence of compact self-justified sets, and applies the
theorem: If G is convex-valued and has a compact self-justified set,
then G has an THME with an ergodic measure. The applications are (i) s
tochastic overlapping generations equilibria, (ii) an extension of the
Lucas (1978) asset market equilibrium model to the case of heterogene
ous agents, and (iii) equilibria for discounted stochastic games with
uncountable state spaces.