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Os07g0517300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1032 family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
137.88 | 0.552 | 7.08 | -2.24 | 0.0453 | -1.93 | 0.661 | -1.48 | -0.983 | 15.2 | 24.68 | 840 | -- | -- |
140.37 | 0.552 | 7.11 | -2.5 | 0.0565 | -1.77 | 0.609 | -- | -1.04 | 15.7 | 25.4 | 859 | -- | -- |
138.62 | 0.548 | 7.05 | -2.23 | 0.134 | -1.89 | -- | -1.41 | -0.936 | 18.8 | 24.42 | 856 | -- | -- |
140.43 | 0.552 | 7.11 | -2.47 | 0.153 | -1.74 | -- | -- | -1.02 | 19.3 | 24.94 | 900 | -- | -- |
139.36 | 0.55 | 7.08 | -2.26 | -- | -1.93 | -- | -1.33 | -0.982 | -- | 24.5 | 842 | -- | -- |
184.24 | 0.636 | 7.03 | -1.98 | 0.334 | -- | -0.109 | -- | -0.666 | 21.9 | -- | -- | -- | -- |
184.28 | 0.636 | 7.03 | -1.97 | 0.336 | -- | -- | -- | -0.665 | 21.8 | -- | -- | -- | -- |
141.35 | 0.554 | 7.11 | -2.48 | -- | -1.76 | -- | -- | -1.04 | -- | 25.41 | 852 | -- | -- |
280.27 | 0.78 | 7 | -- | 0.237 | -0.635 | -- | -- | -0.568 | 20.7 | 25.1 | 789 | -- | -- |
191.02 | 0.646 | 7.02 | -1.97 | -- | -- | -- | -- | -0.665 | -- | -- | -- | -- | -- |
286.7 | 0.792 | 6.98 | -- | 0.332 | -- | -- | -- | -0.446 | 21.4 | -- | -- | -- | -- |
283.32 | 0.784 | 7 | -- | -- | -0.725 | -- | -- | -0.584 | -- | 25.9 | 777 | -- | -- |
293.16 | 0.799 | 6.97 | -- | -- | -- | -- | -- | -0.447 | -- | -- | -- | -- | -- |
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 | 132.92 | temperature | 25 | 720 | < th | dose dependent | sin | 6 | NA |
3 | 133.12 | temperature | 30 | 720 | < th | dose dependent | rect. | 23 | 9 |
5 | 133.40 | temperature | 25 | 720 | < th | dose dependent | rect. | 22 | 13 |
7 | 133.46 | temperature | 25 | 720 | < th | dose dependent | rect. | 22 | 16 |
8 | 133.47 | temperature | 15 | 720 | > th | dose dependent | rect. | 1 | 5 |
32 | 133.88 | temperature | 15 | 720 | > th | dose dependent | rect. | 2 | 3 |
44 | 134.28 | temperature | 25 | 720 | < th | dose dependent | rect. | 1 | 8 |
47 | 134.40 | temperature | 20 | 720 | > th | dose dependent | rect. | 24 | 9 |
59 | 134.51 | temperature | 15 | 720 | > th | dose dependent | sin | 8 | NA |
65 | 134.55 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 6 |
71 | 134.62 | temperature | 30 | 720 | < th | dose dependent | rect. | 5 | 2 |
146 | 135.87 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 2 |
182 | 136.42 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 15 |
199 | 136.75 | temperature | 20 | 720 | > th | dose independent | rect. | 2 | 4 |
238 | 137.17 | temperature | 10 | 720 | > th | dose dependent | rect. | 18 | 16 |
263 | 137.56 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 4 |
315 | 138.03 | temperature | 20 | 720 | < th | dose independent | rect. | 5 | 2 |
443 | 139.54 | temperature | 20 | 4320 | > th | dose dependent | rect. | 3 | 1 |
457 | 139.72 | temperature | 25 | 4320 | < th | dose dependent | rect. | 3 | 1 |
460 | 139.74 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
495 | 140.08 | temperature | 10 | 4320 | > th | dose dependent | rect. | 3 | 1 |
549 | 140.55 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
560 | 140.62 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 13 |
590 | 140.81 | temperature | 20 | 720 | > th | dose independent | rect. | 2 | 11 |
613 | 140.91 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 23 |
663 | 141.15 | temperature | 20 | 4320 | > th | dose independent | rect. | 1 | 6 |
679 | 141.22 | temperature | 20 | 4320 | > th | dose independent | rect. | 3 | 4 |
684 | 141.24 | temperature | 20 | 4320 | < th | dose independent | rect. | 1 | 6 |
690 | 141.25 | temperature | 20 | 4320 | > th | dose dependent | rect. | 23 | 8 |
691 | 141.26 | temperature | 20 | 4320 | > th | dose independent | rect. | 3 | 2 |
713 | 141.33 | temperature | 20 | 4320 | < th | dose independent | rect. | 1 | 4 |
718 | 141.35 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 10 |
791 | 141.52 | humidity | 70 | 43200 | > th | dose independent | rect. | 7 | 2 |
852 | 141.64 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 11 |
910 | 141.78 | temperature | 15 | 1440 | > th | dose dependent | rect. | 18 | 12 |
972 | 141.90 | temperature | 20 | 4320 | > th | dose dependent | rect. | 23 | 1 |