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Os04g0496400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : RNA-binding region RNP-1 (RNA recognition motif) 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.03 | 0.27 | 8.64 | 0.497 | 0.553 | -0.521 | 0.15 | -0.993 | 0.144 | 10.3 | 25.67 | 12 | -- | -- |
34.39 | 0.275 | 8.65 | 0.338 | 0.562 | -0.441 | 0.44 | -- | 0.113 | 10.5 | 25.86 | 17 | -- | -- |
33.09 | 0.27 | 8.64 | 0.517 | 0.55 | -0.528 | -- | -1.08 | 0.146 | 10.3 | 25.67 | 12 | -- | -- |
35.16 | 0.278 | 8.65 | 0.352 | 0.559 | -0.452 | -- | -- | 0.112 | 10.3 | 25.86 | 17 | -- | -- |
49.48 | 0.329 | 8.66 | 0.465 | -- | -0.797 | -- | -1.15 | 0.0901 | -- | 27.08 | 6 | -- | -- |
37.35 | 0.287 | 8.63 | 0.439 | 0.635 | -- | 0.464 | -- | 0.207 | 10.9 | -- | -- | -- | -- |
38.25 | 0.29 | 8.63 | 0.457 | 0.634 | -- | -- | -- | 0.208 | 10.8 | -- | -- | -- | -- |
51.62 | 0.335 | 8.68 | 0.272 | -- | -0.757 | -- | -- | 0.047 | -- | 27.88 | 5 | -- | -- |
38.07 | 0.287 | 8.67 | -- | 0.525 | -0.596 | -- | -- | 0.0429 | 9.81 | 27.4 | 3 | -- | -- |
63.14 | 0.371 | 8.65 | 0.444 | -- | -- | -- | -- | 0.204 | -- | -- | -- | -- | -- |
43.76 | 0.309 | 8.64 | -- | 0.63 | -- | -- | -- | 0.157 | 10.8 | -- | -- | -- | -- |
53.43 | 0.34 | 8.69 | -- | -- | -0.821 | -- | -- | 0.00993 | -- | 27.8 | 2 | -- | -- |
68.34 | 0.386 | 8.66 | -- | -- | -- | -- | -- | 0.155 | -- | -- | -- | -- | -- |
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 | 30.11 | temperature | 20.0 | 90 | > th | dose independent | rect. | 20 | 15 |
3 | 30.32 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 20 | 15 |
7 | 30.71 | temperature | 20.0 | 10 | > th | dose independent | rect. | 21 | 14 |
10 | 30.74 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 14 |
20 | 31.10 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 23 | 12 |
27 | 31.29 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 12 |
34 | 31.43 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 23 | 7 |
41 | 31.55 | temperature | 20.0 | 90 | > th | dose independent | rect. | 5 | 22 |
49 | 31.73 | temperature | 30.0 | 10 | < th | dose dependent | sin | 7 | NA |
51 | 31.80 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 21 |
65 | 31.91 | wind | 5.0 | 90 | < th | dose dependent | rect. | 6 | 11 |
67 | 31.94 | temperature | 10.0 | 10 | > th | dose dependent | sin | 7 | NA |
69 | 31.97 | humidity | 90.0 | 720 | < th | dose independent | rect. | 18 | 2 |
74 | 32.00 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 22 |
76 | 32.00 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 22 |
80 | 32.05 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 21 |
82 | 32.06 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
86 | 32.08 | wind | 5.0 | 90 | < th | dose dependent | rect. | 6 | 9 |
87 | 32.09 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 18 | 10 |
90 | 32.09 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 18 | 10 |
97 | 32.14 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 11 | 19 |
98 | 32.14 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 20 |
100 | 32.14 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 11 | 19 |
101 | 32.14 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 20 |
106 | 32.18 | wind | 7.0 | 90 | < th | dose dependent | rect. | 6 | 5 |
115 | 32.22 | wind | 3.0 | 90 | < th | dose independent | rect. | 6 | 9 |
116 | 32.22 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 16 | 14 |
118 | 32.22 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 16 | 14 |
119 | 32.22 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 11 | 19 |
125 | 32.25 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
128 | 32.27 | wind | 5.0 | 90 | < th | dose dependent | rect. | 6 | 7 |
136 | 32.31 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 5 |
138 | 32.32 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 21 |
145 | 32.36 | wind | 3.0 | 90 | < th | dose independent | rect. | 6 | 7 |
150 | 32.38 | wind | 5.0 | 90 | < th | dose independent | rect. | 6 | 5 |
154 | 32.39 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 7 |
169 | 32.44 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 20 | 15 |
182 | 32.47 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 11 | 19 |
185 | 32.48 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 18 | 19 |
188 | 32.48 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 18 | 19 |
196 | 32.51 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
201 | 32.51 | wind | 5.0 | 90 | < th | dose dependent | rect. | 6 | 20 |
205 | 32.53 | radiation | 1.0 | 90 | > th | dose independent | rect. | 6 | 5 |
241 | 32.58 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 21 |
248 | 32.59 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 6 | 21 |
258 | 32.61 | humidity | 50.0 | 90 | > th | dose independent | rect. | 11 | 19 |
285 | 32.66 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 2 |
291 | 32.67 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 5 |
292 | 32.67 | humidity | 90.0 | 270 | < th | dose independent | rect. | 10 | 11 |
296 | 32.68 | temperature | 20.0 | 90 | > th | dose independent | rect. | 15 | 20 |
300 | 32.69 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 3 |
305 | 32.69 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 19 |
306 | 32.70 | humidity | 50.0 | 90 | > th | dose independent | rect. | 6 | 5 |
307 | 32.70 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 5 |
310 | 32.70 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 5 |
317 | 32.71 | temperature | 10.0 | 90 | > th | dose independent | rect. | 6 | 5 |
318 | 32.71 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 5 |
319 | 32.71 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 6 | 5 |
321 | 32.71 | temperature | 10.0 | 90 | > th | dose independent | rect. | 11 | 19 |
323 | 32.71 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
335 | 32.73 | wind | 3.0 | 30 | < th | dose independent | rect. | 6 | 21 |
357 | 32.75 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 16 |
366 | 32.76 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 2 |
379 | 32.78 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 9 |
383 | 32.78 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 9 |
413 | 32.80 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 17 |
419 | 32.80 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 17 |
431 | 32.81 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 18 |
432 | 32.82 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 13 | 11 |
436 | 32.82 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
440 | 32.83 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 2 |
462 | 32.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 16 | 14 |
480 | 32.87 | humidity | 90.0 | 90 | < th | dose independent | rect. | 6 | 5 |
501 | 32.88 | wind | 5.0 | 270 | < th | dose independent | rect. | 6 | 2 |
503 | 32.88 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 22 | 7 |
512 | 32.89 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 2 |
518 | 32.90 | wind | 9.0 | 90 | < th | dose independent | rect. | 11 | 19 |
531 | 32.91 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 14 |
540 | 32.91 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 14 |
546 | 32.92 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 11 |
561 | 32.93 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 1 |
577 | 32.95 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 24 | 5 |
593 | 32.96 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 3 | 3 |
609 | 32.98 | wind | 3.0 | 90 | < th | dose independent | rect. | 6 | 15 |
618 | 32.99 | wind | 1.0 | 90 | > th | dose independent | rect. | 11 | 19 |
628 | 33.00 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 15 | 11 |
652 | 33.02 | temperature | 30.0 | 90 | < th | dose independent | rect. | 6 | 5 |
656 | 33.02 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 4 |
668 | 33.03 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 4 |
677 | 33.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 2 |
678 | 33.04 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 5 |
684 | 33.04 | humidity | 70.0 | 720 | > th | dose independent | rect. | 5 | 13 |
685 | 33.04 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 11 | 19 |
688 | 33.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 2 |
702 | 33.05 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 2 |
704 | 33.05 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 2 |
705 | 33.05 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 2 |
707 | 33.05 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 2 |
708 | 33.05 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 2 |
709 | 33.05 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 5 |
716 | 33.05 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 22 |
736 | 33.06 | temperature | 20.0 | 10 | > th | dose independent | rect. | 13 | 23 |
758 | 33.07 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 5 | 13 |
768 | 33.08 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 8 | 9 |
770 | 33.08 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 12 |
781 | 33.08 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 12 |
792 | 33.09 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 8 |
813 | 33.10 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 8 | 9 |
824 | 33.10 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 8 | 9 |
832 | 33.11 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 15 |
833 | 33.11 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 15 |
840 | 33.11 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 19 | 11 |
844 | 33.11 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 15 |
863 | 33.12 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 20 | 15 |
865 | 33.12 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 16 | 23 |
875 | 33.12 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 16 | 23 |
898 | 33.14 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 2 |
899 | 33.14 | radiation | 40.0 | 270 | < th | dose independent | rect. | 6 | 2 |
922 | 33.15 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 20 | 22 |
945 | 33.17 | humidity | 90.0 | 270 | > th | dose independent | rect. | 18 | 4 |
968 | 33.17 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 11 |
970 | 33.17 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 21 |