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Table 3 The prior, likelihood and posterior calculations for detections identified in Table 2. Abbreviations are defined in Appendix Table 9

From: BIOTAS: BIOTelemetry Analysis Software, for the semi-automated removal of false positives from radio telemetry data

Model component Term Valid Term False positive
2015-05-18 13:55 2015-07-04 16:12 2015-05-18 13:55 2015-07-04 16:12
Prior \(P(T)\) 0.996 0.996 \(P(F)\) 0.004 0.004
Likelihood \(P(\mathrm{HR}|T)\) 0.05 0.259 \(P(\mathrm{HR}|F)\) 0.051 0.083
\(P(\mathrm{CRL}|T)\) 0.052 0.466 \(P(\mathrm{CRL}|F)\) 0.008 0.34
\(P(\mathrm{RSS}|T)\) 0.339 0.193 \(P(\mathrm{RSS}|F)\) 0.02 0.036
\(P(\mathrm{NR}|T)\) 0.427  < 0.001 \(P(\mathrm{NR}|F)\) 0.045 0.018
\(P({\delta }^{2}L|T)\) 0.011 2.841 \(P({\delta }^{2}L|F)\) 0.002 0.001
Posterior \(P(T|\mathrm{HR},\mathrm{CRL},\mathrm{RSS},\mathrm{NR},{\delta }^{2}L)\) 4.13E−06 7.49E−12 \(P(F|\mathrm{HR},\mathrm{CRL},\mathrm{RSS},\mathrm{NR},{\delta }^{2}L)\) 3.02E−12 5.23E−11