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Os01g0361500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose independent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
173.01 | 0.618 | 9.33 | -1.89 | 2.66 | -1.56 | 1.4 | -1.6 | -0.666 | 8.02 | 20.13 | 1417 | -- | -- |
176.62 | 0.619 | 9.28 | -1.65 | 2.67 | -1.24 | 1.4 | -- | -0.597 | 8.05 | 20.7 | 1448 | -- | -- |
178.71 | 0.623 | 9.33 | -1.84 | 2.66 | -1.56 | -- | -1.57 | -0.66 | 8.03 | 20.22 | 1437 | -- | -- |
182.46 | 0.629 | 9.28 | -1.59 | 2.67 | -1.29 | -- | -- | -0.598 | 8.04 | 20.55 | 1473 | -- | -- |
523.38 | 1.07 | 9.36 | -1.96 | -- | -1.41 | -- | -1.23 | -0.523 | -- | 21.74 | 731 | -- | -- |
211.43 | 0.682 | 9.35 | -2.17 | 2.66 | -- | 1.55 | -- | -0.888 | 8.09 | -- | -- | -- | -- |
218.68 | 0.693 | 9.35 | -2.12 | 2.66 | -- | -- | -- | -0.889 | 8.09 | -- | -- | -- | -- |
528.6 | 1.07 | 9.32 | -1.62 | -- | -1.36 | -- | -- | -0.439 | -- | 21.9 | 715 | -- | -- |
210.53 | 0.676 | 9.2 | -- | 2.64 | -2.04 | -- | -- | -0.25 | 8.05 | 17.9 | 41625 | -- | -- |
606.99 | 1.15 | 9.42 | -2.1 | -- | -- | -- | -- | -0.857 | -- | -- | -- | -- | -- |
337.46 | 0.859 | 9.3 | -- | 2.65 | -- | -- | -- | -0.653 | 8.15 | -- | -- | -- | -- |
589.58 | 1.13 | 9.27 | -- | -- | -1.85 | -- | -- | -0.212 | -- | 21.16 | 706 | -- | -- |
723.24 | 1.26 | 9.37 | -- | -- | -- | -- | -- | -0.624 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 147.93 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 22 | 8 |
6 | 148.93 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 2 |
7 | 149.01 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 4 |
12 | 149.89 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
21 | 150.66 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 2 |
81 | 153.39 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 8 |
87 | 153.53 | wind | 1.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
91 | 153.75 | wind | 1.0 | 14400 | > th | dose independent | rect. | 22 | 9 |
110 | 154.05 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 2 |
126 | 154.36 | wind | 3.0 | 14400 | < th | dose dependent | sin | 9 | NA |
135 | 154.60 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 8 |
151 | 154.95 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 8 |
156 | 155.03 | wind | 1.0 | 14400 | < th | dose independent | rect. | 3 | 5 |
167 | 155.15 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 2 |
197 | 155.57 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 8 |
299 | 156.87 | wind | 1.0 | 14400 | > th | dose independent | sin | 8 | NA |
345 | 157.32 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
429 | 158.05 | wind | 1.0 | 14400 | > th | dose dependent | sin | 9 | NA |
486 | 158.61 | wind | 1.0 | 14400 | < th | dose independent | sin | 8 | NA |
548 | 159.01 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 13 |
559 | 159.08 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 13 |
560 | 159.08 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
601 | 159.43 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
819 | 160.90 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 13 |