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Os06g0248500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : U box 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
175.81 | 0.623 | 10.5 | 0.506 | 1.31 | -0.948 | -1.33 | 0.411 | -0.115 | 15 | 9.48 | 4326 | -- | -- |
176.04 | 0.618 | 10.5 | 0.501 | 1.31 | -0.957 | -1.32 | -- | -0.114 | 15 | 9.48 | 4325 | -- | -- |
181.55 | 0.628 | 10.5 | 0.487 | 1.3 | -0.96 | -- | 0.469 | -0.114 | 15.2 | 9.478 | 4356 | -- | -- |
181.8 | 0.628 | 10.5 | 0.498 | 1.3 | -0.98 | -- | -- | -0.113 | 15.2 | 9.47 | 4351 | -- | -- |
225.11 | 0.699 | 10.4 | 0.474 | -- | -1.46 | -- | 0.628 | 0.0238 | -- | 3.64 | 3330 | -- | -- |
189.16 | 0.645 | 10.5 | 0.205 | 1.3 | -- | -1.37 | -- | -0.0294 | 15 | -- | -- | -- | -- |
195.33 | 0.654 | 10.5 | 0.175 | 1.3 | -- | -- | -- | -0.0371 | 15.1 | -- | -- | -- | -- |
219.94 | 0.691 | 10.4 | 0.3 | -- | -1.94 | -- | -- | -0.115 | -- | 3.605 | 3362 | -- | -- |
183.53 | 0.631 | 10.5 | -- | 1.25 | -0.722 | -- | -- | -0.109 | 15 | 16.98 | 3167 | -- | -- |
291.67 | 0.798 | 10.5 | 0.119 | -- | -- | -- | -- | -0.071 | -- | -- | -- | -- | -- |
196.14 | 0.655 | 10.5 | -- | 1.3 | -- | -- | -- | -0.0565 | 15.1 | -- | -- | -- | -- |
215 | 0.683 | 10.5 | -- | -- | -1.69 | -- | -- | -0.11 | -- | 2.27 | 3343 | -- | -- |
292.05 | 0.798 | 10.5 | -- | -- | -- | -- | -- | -0.0843 | -- | -- | -- | -- | -- |
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 | 165.43 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
2 | 166.00 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
4 | 166.20 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 5 |
11 | 166.97 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
15 | 167.20 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
16 | 167.21 | temperature | 20.0 | 720 | < th | dose independent | rect. | 4 | 1 |
17 | 167.28 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
21 | 167.47 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 10 |
23 | 167.48 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 10 | 2 |
26 | 167.58 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 7 |
28 | 167.64 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 9 |
31 | 167.79 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 2 |
32 | 167.82 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 7 |
36 | 167.97 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 6 | 6 |
39 | 168.03 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 9 |
42 | 168.06 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 23 | 7 |
68 | 168.65 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
86 | 168.87 | wind | 9.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
107 | 169.13 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 7 |
146 | 169.44 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 2 |
156 | 169.52 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
157 | 169.52 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
160 | 169.54 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
163 | 169.56 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 6 |
185 | 169.76 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 1 | 4 |
188 | 169.78 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
200 | 169.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
201 | 169.89 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
202 | 169.89 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
203 | 169.89 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
218 | 170.08 | wind | 1.0 | 43200 | < th | dose independent | sin | 8 | NA |
221 | 170.11 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
246 | 170.27 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
261 | 170.32 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
270 | 170.37 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 2 |
278 | 170.41 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
307 | 170.56 | temperature | 20.0 | 720 | > th | dose independent | rect. | 1 | 4 |
339 | 170.74 | wind | 1.0 | 43200 | > th | dose independent | sin | 9 | NA |
349 | 170.79 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 4 | 5 |
356 | 170.82 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 3 | 5 |
386 | 170.99 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
391 | 171.02 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
413 | 171.13 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 19 | 14 |
420 | 171.16 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
427 | 171.22 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 22 | 11 |
428 | 171.22 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 17 | 16 |
432 | 171.24 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
464 | 171.41 | wind | 5.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
525 | 171.70 | wind | 5.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
543 | 171.81 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 7 | 2 |
556 | 171.88 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 7 |
568 | 171.95 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 12 |
581 | 172.00 | temperature | 25.0 | 30 | > th | dose independent | rect. | 4 | 16 |
601 | 172.09 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 5 |
616 | 172.13 | wind | 1.0 | 43200 | < th | dose dependent | sin | 6 | NA |
648 | 172.24 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 7 |
651 | 172.24 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 7 |
652 | 172.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 12 |
656 | 172.26 | temperature | 25.0 | 90 | < th | dose independent | rect. | 7 | 10 |
661 | 172.28 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 12 |
664 | 172.28 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 12 |
673 | 172.30 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 12 |
677 | 172.33 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 1 |
679 | 172.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 1 |
681 | 172.34 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 4 |
684 | 172.34 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 4 |
719 | 172.48 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 4 |
720 | 172.48 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 9 |
729 | 172.50 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
732 | 172.51 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 9 |
744 | 172.54 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 1 |
746 | 172.54 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 1 |
762 | 172.61 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 7 |
783 | 172.71 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
788 | 172.72 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 9 |
790 | 172.72 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 9 |
797 | 172.74 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 7 | 5 |
800 | 172.74 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 14 |
824 | 172.80 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
827 | 172.80 | temperature | 25.0 | 90 | > th | dose independent | rect. | 8 | 12 |
863 | 172.90 | wind | 5.0 | 43200 | < th | dose dependent | sin | 8 | NA |
897 | 172.99 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 12 |
923 | 173.06 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
929 | 173.08 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 18 | 14 |
947 | 173.12 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
983 | 173.20 | wind | 9.0 | 14400 | < th | dose independent | rect. | 1 | 12 |
985 | 173.20 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 5 |