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Os09g0462700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RNA Binding Protein 47.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
102.7 | 0.476 | 10.1 | -1.8 | 0.0144 | 0.321 | -0.836 | 2.14 | -1.09 | 11.4 | 36.11 | 748 | -- | -- |
108.39 | 0.485 | 10.1 | -1.94 | 0.0367 | 0.404 | 1.02 | -- | -1.14 | 22.2 | 35.02 | 614 | -- | -- |
105.22 | 0.478 | 10.1 | -1.81 | 0.0272 | 0.317 | -- | 2.32 | -1.1 | 10.6 | 35.23 | 800 | -- | -- |
112.69 | 0.494 | 10.1 | -1.96 | 0.0311 | 0.447 | -- | -- | -1.13 | 22.1 | 39.95 | 611 | -- | -- |
105.24 | 0.478 | 10.1 | -1.82 | -- | 0.313 | -- | 2.39 | -1.1 | -- | 36.08 | 800 | -- | -- |
112.54 | 0.497 | 10.1 | -1.9 | 0.182 | -- | 1.43 | -- | -1.09 | 20 | -- | -- | -- | -- |
117.91 | 0.508 | 10.1 | -1.94 | 0.219 | -- | -- | -- | -1.09 | 18 | -- | -- | -- | -- |
112.73 | 0.495 | 10.1 | -1.96 | -- | 0.457 | -- | -- | -1.13 | -- | 40 | 614 | -- | -- |
157.03 | 0.584 | 10.1 | -- | 0.0968 | 0.996 | -- | -- | -0.842 | 23.2 | 57.5 | 47520 | -- | -- |
120.39 | 0.513 | 10.1 | -1.94 | -- | -- | -- | -- | -1.09 | -- | -- | -- | -- | -- |
216.64 | 0.689 | 10 | -- | 0.249 | -- | -- | -- | -0.87 | 17.6 | -- | -- | -- | -- |
136.65 | 0.544 | 9.93 | -- | -- | 1.51 | -- | -- | -0.498 | -- | 58.1 | 47520 | -- | -- |
219.85 | 0.692 | 10 | -- | -- | -- | -- | -- | -0.875 | -- | -- | -- | -- | -- |
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 | 90.48 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 1 |
2 | 90.87 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 5 |
3 | 91.54 | temperature | 20.0 | 90 | > th | dose independent | rect. | 5 | 4 |
10 | 93.51 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
12 | 93.69 | temperature | 30.0 | 90 | < th | dose independent | rect. | 9 | 20 |
17 | 94.01 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 5 | 4 |
18 | 94.01 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
19 | 94.08 | humidity | 70.0 | 270 | > th | dose independent | rect. | 3 | 5 |
20 | 94.09 | humidity | 80.0 | 270 | > th | dose independent | rect. | 5 | 1 |
21 | 94.15 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
25 | 94.30 | radiation | 30.0 | 270 | < th | dose independent | rect. | 3 | 5 |
26 | 94.32 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
27 | 94.32 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 5 |
28 | 94.36 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 5 |
29 | 94.40 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 4 |
31 | 94.44 | radiation | 10.0 | 270 | < th | dose independent | rect. | 5 | 1 |
32 | 94.47 | humidity | 80.0 | 270 | > th | dose independent | rect. | 4 | 3 |
34 | 94.47 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 3 |
36 | 94.51 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 5 |
37 | 94.51 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 4 | 3 |
39 | 94.55 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 9 | 20 |
40 | 94.56 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 4 |
48 | 94.68 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 5 |
49 | 94.69 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 5 |
52 | 94.74 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 4 |
53 | 94.74 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 4 |
56 | 94.74 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 4 |
58 | 94.74 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 20 |
59 | 94.76 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 1 |
61 | 94.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 1 |
63 | 94.76 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 1 |
64 | 94.76 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 1 |
67 | 94.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 1 |
68 | 94.76 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 1 |
72 | 94.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 23 |
73 | 94.82 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 4 |
74 | 94.82 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 4 |
78 | 94.90 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
81 | 94.94 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 1 |
82 | 94.94 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 5 |
83 | 94.94 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 5 |
85 | 94.94 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 5 |
86 | 94.94 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 5 |
88 | 94.94 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 5 |
91 | 94.94 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 1 |
95 | 95.03 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 4 |
96 | 95.03 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
99 | 95.06 | temperature | 15.0 | 10 | > th | dose independent | rect. | 10 | 19 |
102 | 95.09 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 8 |
103 | 95.10 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 4 | 3 |
110 | 95.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 21 |
122 | 95.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 21 |
125 | 95.25 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 20 |
127 | 95.25 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 20 |
135 | 95.36 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 5 |
136 | 95.36 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 5 |
138 | 95.38 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 5 |
140 | 95.40 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 23 |
141 | 95.40 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 23 |
148 | 95.45 | temperature | 30.0 | 270 | < th | dose independent | rect. | 8 | 7 |
156 | 95.54 | humidity | 50.0 | 270 | > th | dose independent | rect. | 8 | 19 |
158 | 95.56 | wind | 9.0 | 90 | < th | dose independent | rect. | 9 | 20 |
159 | 95.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 21 |
162 | 95.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 21 |
172 | 95.63 | radiation | 40.0 | 270 | < th | dose independent | rect. | 2 | 7 |
179 | 95.70 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 5 |
201 | 95.85 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 17 |
207 | 95.91 | radiation | 40.0 | 10 | < th | dose independent | rect. | 5 | 5 |
208 | 95.92 | temperature | 15.0 | 90 | > th | dose independent | rect. | 21 | 8 |
209 | 95.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 21 |
212 | 95.94 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 16 |
215 | 95.95 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 9 | 20 |
225 | 96.04 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
241 | 96.15 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 5 |
244 | 96.15 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 5 |
245 | 96.15 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 11 | 19 |
256 | 96.25 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 19 |
259 | 96.26 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 21 |
261 | 96.26 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 5 | 5 |
263 | 96.29 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 21 |
268 | 96.34 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 5 |
270 | 96.34 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
294 | 96.47 | wind | 9.0 | 10 | < th | dose independent | rect. | 5 | 5 |
295 | 96.47 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 5 |
298 | 96.47 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 5 |
299 | 96.47 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 5 |
308 | 96.51 | temperature | 15.0 | 270 | > th | dose independent | rect. | 19 | 8 |
317 | 96.59 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 10 | 19 |
319 | 96.59 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 10 | 19 |
354 | 96.84 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 17 |
402 | 97.05 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 23 |
409 | 97.08 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 16 |
425 | 97.18 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 5 |
484 | 97.34 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 16 |
494 | 97.42 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 16 |
520 | 97.57 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 4 |
529 | 97.60 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 9 | 20 |
533 | 97.65 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 7 | 8 |
546 | 97.67 | radiation | 1.0 | 90 | > th | dose independent | rect. | 17 | 16 |
561 | 97.72 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
586 | 97.89 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 8 |
587 | 97.89 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 5 |
589 | 97.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 8 |
591 | 97.92 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 16 |
599 | 97.99 | radiation | 1.0 | 90 | > th | dose independent | sin | 11 | NA |
604 | 98.00 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
606 | 98.02 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 1 |
609 | 98.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 16 |
613 | 98.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 16 |
614 | 98.05 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 9 | 7 |
627 | 98.10 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 23 |
633 | 98.13 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 8 |
646 | 98.16 | temperature | 30.0 | 90 | < th | dose independent | rect. | 21 | 8 |
647 | 98.16 | humidity | 50.0 | 90 | > th | dose independent | rect. | 21 | 8 |
650 | 98.16 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 21 | 8 |
655 | 98.16 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 16 |
661 | 98.18 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 9 | 7 |
673 | 98.23 | wind | 9.0 | 90 | < th | dose independent | rect. | 21 | 8 |
680 | 98.26 | wind | 9.0 | 90 | < th | dose dependent | rect. | 9 | 20 |
682 | 98.27 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 5 |
692 | 98.28 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 8 |
693 | 98.28 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 8 |
720 | 98.37 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 16 |
721 | 98.38 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 8 |
722 | 98.38 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 16 |
723 | 98.38 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 16 |
724 | 98.38 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 16 |
727 | 98.39 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 8 |
730 | 98.39 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 8 |
753 | 98.51 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 21 | 8 |
759 | 98.54 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 16 |
761 | 98.54 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 16 |
762 | 98.56 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 5 |
774 | 98.57 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 7 | 8 |
806 | 98.67 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 16 |
835 | 98.72 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 16 |
840 | 98.74 | radiation | 1.0 | 10 | > th | dose independent | rect. | 17 | 17 |
862 | 98.81 | wind | 9.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
866 | 98.81 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
876 | 98.84 | wind | 1.0 | 270 | > th | dose independent | rect. | 19 | 9 |
881 | 98.86 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 16 |
883 | 98.87 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
886 | 98.87 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 8 |
890 | 98.87 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
897 | 98.87 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
898 | 98.87 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 22 | 8 |
907 | 98.87 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 16 |
912 | 98.88 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 16 |
919 | 98.90 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 13 | 8 |
932 | 98.95 | wind | 1.0 | 270 | > th | dose independent | rect. | 21 | 16 |
955 | 98.96 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 16 |
970 | 98.99 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 7 |
971 | 98.99 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 22 | 15 |