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Table 6 Results of parameter estimates from simulated data

From: A skellam model to identify differential patterns of gene expression induced by environmental signals

Group

Proportion

θ j1

θ j2

True

MLE

True

MLE

True

MLE

1

0.2

0.201(0.004)

30

29.7(0.497)

25

25.0(0.501)

2

0.5

0.500(0.004)

15

16.1(0.439)

45

46.1(0.431)

3

0.3

0.299(0.004)

60

61.7(0.698)

8

8.59(0.693)

  1. The MLE from the model are compared with the true values for each parameter. MSEs of the MLEs (in parentheses) are calculated from 1000 simulation replicates.
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BMC Genomics

ISSN: 1471-2164

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