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Table 4 BSA on calcium data

From: Automated Bayesian model development for frequency detection in biological time series

Cell

BSA Period ± σ(s)

BSA-NS Period ± σ(s)

1

97.4 ± 0.23

97.3 ± 0.15

2

80.9 ± 0.63

75.2 ± 10.1

3

74.6 ± 0.19

74.6 ± 0.85

4

123.8 ± 0.16

124.2 ± 1.18

5

88.9 ± 0.22

123.9 ± 0.61

6

74.6 ± 0.21

113.7 ± 16.16

7

121.9 ± 0.22

146.1 ± 21.53

8

74.4 ± 0.92

75.2 ± 2.69

9

48.2 ± 0.3

64.5 ± 13.94

  1. Analysed calcium oscillations in M. truncatula root hair cells in response to bacterial symbionts. The BSA shows strong underlying signals in the data, but the cell-to-cell variability is high. BSA and the BSA-NS disagree when there are multiple peaks present, as can be seen by the large standard deviation, σ, of the BSA-NS average period estimate.