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Os03g0814800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Antihaemostatic protein 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 dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
297.09 | 0.81 | 5.15 | -1.84 | 0.0296 | -1.83 | -1.35 | 0.595 | 0.884 | 16.9 | 24.49 | 4099 | -- | -- |
297.2 | 0.803 | 5.17 | -1.99 | 0.038 | -1.78 | -1.37 | -- | 0.856 | 16.8 | 24.4 | 4098 | -- | -- |
299.73 | 0.806 | 5.16 | -1.88 | 0.231 | -1.82 | -- | 0.439 | 0.829 | 11.3 | 24.6 | 4210 | -- | -- |
299.53 | 0.806 | 5.16 | -1.97 | 0.217 | -1.72 | -- | -- | 0.865 | 11.1 | 24.3 | 4236 | -- | -- |
301.79 | 0.809 | 5.15 | -1.83 | -- | -1.83 | -- | 0.655 | 0.892 | -- | 24.35 | 4108 | -- | -- |
386.21 | 0.921 | 5.19 | -2.57 | 0.351 | -- | -0.27 | -- | 0.732 | 12.6 | -- | -- | -- | -- |
386.42 | 0.921 | 5.19 | -2.58 | 0.353 | -- | -- | -- | 0.73 | 12.2 | -- | -- | -- | -- |
301.99 | 0.809 | 5.17 | -1.99 | -- | -1.76 | -- | -- | 0.858 | -- | 24.3 | 4104 | -- | -- |
308.08 | 0.817 | 4.95 | -- | 0.301 | -2.49 | -- | -- | 1.81 | 11.8 | 15.39 | 47520 | -- | -- |
394.27 | 0.928 | 5.2 | -2.59 | -- | -- | -- | -- | 0.725 | -- | -- | -- | -- | -- |
561.6 | 1.11 | 5.13 | -- | 0.39 | -- | -- | -- | 1.02 | 12.5 | -- | -- | -- | -- |
309.47 | 0.819 | 4.97 | -- | -- | -2.64 | -- | -- | 1.74 | -- | 9.286 | 25550 | -- | -- |
571.15 | 1.12 | 5.13 | -- | -- | -- | -- | -- | 1.01 | -- | -- | -- | -- | -- |
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 | 291.57 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 21 | 12 |
4 | 291.97 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 21 | 12 |
37 | 294.23 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 23 | 11 |
39 | 294.41 | temperature | 25.0 | 4320 | > th | dose independent | sin | 8 | NA |
41 | 294.56 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 3 | 6 |
43 | 294.60 | temperature | 25.0 | 4320 | < th | dose independent | sin | 8 | NA |
49 | 294.80 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 6 | 3 |
57 | 295.15 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 3 | 6 |
88 | 295.97 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 20 | 14 |
99 | 296.10 | temperature | 25.0 | 4320 | > th | dose dependent | sin | 8 | NA |
124 | 296.78 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
135 | 297.03 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 8 | 2 |
227 | 298.23 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 23 | 1 |
291 | 298.99 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 23 | 22 |
308 | 299.11 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 22 |
310 | 299.13 | temperature | 25.0 | 4320 | > th | dose dependent | no | NA | NA |
354 | 299.28 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 6 | 3 |
384 | 299.41 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 6 | 3 |
421 | 299.59 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
427 | 299.61 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 15 |
440 | 299.65 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 18 | 9 |
597 | 300.34 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 7 |
598 | 300.34 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 7 |
623 | 300.44 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 4 | 7 |
624 | 300.44 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 18 | 8 |
630 | 300.48 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 4 | 7 |
648 | 300.53 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 4 |
650 | 300.53 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 4 |
663 | 300.62 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
677 | 300.64 | radiation | 20.0 | 4320 | > th | dose independent | rect. | 16 | 16 |
681 | 300.66 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
683 | 300.68 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
726 | 300.81 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
730 | 300.82 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 21 | 5 |
745 | 300.87 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 19 | 1 |
747 | 300.88 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 18 | 8 |
760 | 300.96 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 4 |
780 | 301.02 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 13 | 14 |
843 | 301.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 4 |
882 | 301.30 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
906 | 301.36 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 18 | 3 |
913 | 301.37 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 18 | 7 |
918 | 301.40 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 18 | 7 |