See discrete-time-and-state-Markov.pdf for notes and background information. See the missing data version here
| n - 1 = 0 | # observed transitions |
| nd = 0 | number of color changes |
| ns = 0 | # adjacent samples with same color |
| ŝ = ? | estimate of the switch probability |
Ln Likelihood