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Let be irreducible. The following are equivalent: 1. Every state is positive recurrent. 2. Some state is positive recurrent. 3. has an invariant distribution, .
If P is irreducible: 1. Have three scenarios: 1. All states are transient 2. All states are positive recurrent. 3. All states are null recurrent. 2. invariant distribution is positive recurrent 3. invariant distribution is unique