q_matrix: q_matrix with only transitions between observed states.
num_concealed_states: number of concealed states, generally equivalent to the number of examined states in the dataset.
diff.conceal: Boolean stating if the concealed states should be different. E.g. that the transition rates for the concealed states are different from the transition rates for the examined states. Normally it should be FALSE in order to avoid having a huge number of parameters.