Table 3 Joint likelihoods for discrete- and continuous-time Markov models

From: Modelling sequences and temporal networks with dynamic community structures

 

Discrete time

Continuous time

n

B N

B M

−ln P({x t }, b)

B N

B M

−ln P ({x t }, {Δ t }, b)

1

40

40

13,736

37

37

58,128

2

35

34

15,768

24

22

47,408

3

34

33

24,877

16

15

54,937

  1. Results inferred from Beethoven’s fifth symphony for different Markov orders n. Values in grey correspond to the maximum likelihood of each column
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