Modelling Nonstationary Gene Regulatory Processes

Table 2

Predictive probabilities: Arabidopsis thaliana data. Logarithmic predictive probabilities for the Arabidopsis thaliana data: log_𝑒(𝑃(𝐃_‡|𝐃)) for BGe, BGM (as earlier reported [4]) and the new BGM_𝐷 model. The standard deviations of the logarithmic probabilities are given in brackets. We note that the BGM values could be confirmed by our reanalysis of the data: the deviations were smaller than one standard deviation.

𝐃	𝐻𝑖	𝐃‡=𝑇20	𝐃‡=𝑇28
𝑇20	BGe	—	−64.29 (±0.29)
	BGM	—	−53.69 (±0.42)
	BGM𝐷	—	−52.39 (±0.78)
𝑇28	BGe	−63.93 (±0.22)	—
	BGM	−54.78 (±0.63)	—
	BGM𝐷	−48.69 (±0.32)	—