Sampling Task (K = 10)

MNP

DO Probit

Topic Distribution θ

18.3

0.06

Auxiliary variable

(108 to NA)

3.09

Sampling Task (K = 20)

MNP

DO Probit

Topic Distribution θ

63

0.13

Auxiliary variable

(334 to NA)

3.39

Sampling Task (K = 30)

MNP

DO Probit

Topic Distribution θ

123

0.21

Auxiliary variable

(528 to NA)

3.49

Sampling Task (K = 40)

MNP

DO Probit

Topic Distribution θ

211.49

0.33

Auxiliary variable

(1785 to NA)

3.79