Does an eigenvector of corresponding eigenvalue '1' have to be a stochastic vector?

57 Views Asked by At

I was going through Markov chains where all the state vectors are stochastic (their entries add up to 1). Then, since a steady state vector in a Markov chain is both stochastic and also an eigenvector with a corresponding eigenvalue of 1, I was wondering whether all eigenvectors of corresponding eigenvalue 1, have to be stochastic vectors.