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Os02g0135000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
145.11 | 0.566 | 2.85 | 0.279 | 0.056 | 0.453 | 0.0574 | 2.01 | 0.00782 | 18 | 10.19 | 4334 | -- | -- |
148.02 | 0.567 | 2.83 | 0.138 | 0.0578 | 0.364 | 0.0169 | -- | -0.0289 | 17.8 | 10.42 | 4380 | -- | -- |
145.11 | 0.561 | 2.85 | 0.274 | 0.0586 | 0.452 | -- | 2.03 | 0.00917 | 17.6 | 10.22 | 4333 | -- | -- |
147.82 | 0.566 | 2.82 | 0.121 | 0.0661 | 0.297 | -- | -- | 0.0122 | 17.2 | 10.4 | 4343 | -- | -- |
145.28 | 0.561 | 2.85 | 0.275 | -- | 0.452 | -- | 2.06 | 0.00918 | -- | 10.22 | 4333 | -- | -- |
150.31 | 0.575 | 2.8 | 0.102 | 0.0851 | -- | 0.0111 | -- | 0.0808 | 13.7 | -- | -- | -- | -- |
150.31 | 0.574 | 2.8 | 0.102 | 0.0851 | -- | -- | -- | 0.0809 | 13.7 | -- | -- | -- | -- |
147.81 | 0.566 | 2.82 | 0.14 | -- | 0.264 | -- | -- | -0.0307 | -- | 10.27 | 4834 | -- | -- |
148.24 | 0.567 | 2.82 | -- | 0.0633 | 0.284 | -- | -- | 0.00537 | 17.1 | 10.4 | 4380 | -- | -- |
150.75 | 0.574 | 2.8 | 0.0986 | -- | -- | -- | -- | 0.079 | -- | -- | -- | -- | -- |
150.59 | 0.574 | 2.81 | -- | 0.0832 | -- | -- | -- | 0.0695 | 13.6 | -- | -- | -- | -- |
148.12 | 0.567 | 2.83 | -- | -- | 0.264 | -- | -- | -0.0659 | -- | 10.39 | 4870 | -- | -- |
151.01 | 0.574 | 2.81 | -- | -- | -- | -- | -- | 0.068 | -- | -- | -- | -- | -- |
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 | 134.88 | humidity | 70.0 | 30 | < th | dose independent | rect. | 12 | 1 |
2 | 135.62 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
3 | 135.81 | radiation | 40.0 | 30 | > th | dose independent | rect. | 12 | 1 |
6 | 135.93 | radiation | 10.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
11 | 136.09 | wind | 3.0 | 30 | > th | dose independent | rect. | 12 | 1 |
12 | 136.12 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 12 | 1 |
14 | 136.15 | wind | 1.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
15 | 136.16 | temperature | 25.0 | 30 | > th | dose independent | rect. | 12 | 1 |
17 | 136.30 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 12 | 1 |
18 | 136.33 | wind | 7.0 | 30 | < th | dose independent | rect. | 12 | 1 |
23 | 136.48 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 1 |
28 | 136.48 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 1 |
29 | 136.48 | temperature | 10.0 | 30 | > th | dose independent | rect. | 13 | 23 |
30 | 136.48 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 1 |
31 | 136.50 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
35 | 136.50 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
38 | 136.50 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
42 | 136.55 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
44 | 136.64 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
46 | 136.75 | humidity | 50.0 | 30 | > th | dose independent | rect. | 12 | 1 |
53 | 137.38 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
56 | 137.48 | wind | 9.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
58 | 137.62 | wind | 7.0 | 10 | > th | dose dependent | rect. | 12 | 1 |
60 | 137.64 | temperature | 30.0 | 30 | < th | dose independent | rect. | 12 | 1 |
63 | 137.86 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
66 | 137.96 | wind | 9.0 | 30 | < th | dose independent | rect. | 13 | 23 |
111 | 142.20 | wind | 1.0 | 270 | < th | dose independent | rect. | 18 | 1 |
112 | 142.20 | wind | 1.0 | 270 | < th | dose dependent | rect. | 18 | 1 |
122 | 143.32 | wind | 7.0 | 30 | > th | dose independent | rect. | 17 | 1 |
127 | 143.98 | wind | 7.0 | 30 | > th | dose independent | rect. | 17 | 5 |
141 | 144.35 | wind | 9.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
153 | 144.84 | wind | 7.0 | 30 | > th | dose dependent | rect. | 17 | 1 |
154 | 144.92 | wind | 3.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
162 | 145.25 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 17 | 5 |
171 | 145.34 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 16 | 5 |
173 | 145.38 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 12 | 10 |
177 | 145.51 | wind | 3.0 | 90 | > th | dose independent | rect. | 4 | 1 |
183 | 145.67 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
184 | 145.68 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 17 | 1 |
190 | 145.77 | wind | 7.0 | 30 | > th | dose dependent | rect. | 17 | 5 |
195 | 145.78 | wind | 3.0 | 10 | < th | dose dependent | rect. | 19 | 3 |
207 | 145.82 | wind | 9.0 | 270 | > th | dose independent | rect. | 9 | 1 |
225 | 145.91 | wind | 1.0 | 30 | < th | dose dependent | rect. | 15 | 7 |
229 | 145.94 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 13 | 23 |
230 | 145.94 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 13 | 23 |
231 | 145.96 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 13 | 12 |
244 | 146.04 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 13 | 15 |
260 | 146.10 | wind | 3.0 | 270 | < th | dose independent | rect. | 16 | 4 |
265 | 146.11 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 13 | 23 |
273 | 146.17 | wind | 3.0 | 720 | > th | dose independent | rect. | 11 | 1 |
282 | 146.22 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 13 | 16 |
285 | 146.25 | wind | 3.0 | 270 | < th | dose dependent | rect. | 16 | 4 |
300 | 146.28 | wind | 1.0 | 30 | < th | dose independent | rect. | 15 | 7 |
308 | 146.29 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 13 | 22 |
328 | 146.39 | humidity | 70.0 | 270 | < th | dose independent | rect. | 17 | 1 |
331 | 146.40 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 5 |
346 | 146.48 | wind | 3.0 | 1440 | > th | dose independent | rect. | 24 | 4 |
349 | 146.49 | humidity | 50.0 | 720 | > th | dose independent | rect. | 13 | 1 |
375 | 146.56 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
381 | 146.58 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 16 | 1 |
387 | 146.59 | wind | 5.0 | 720 | < th | dose independent | rect. | 2 | 7 |
396 | 146.62 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 2 | 2 |
398 | 146.63 | wind | 3.0 | 1440 | < th | dose independent | rect. | 24 | 4 |
406 | 146.65 | temperature | 25.0 | 90 | < th | dose independent | rect. | 16 | 6 |
416 | 146.68 | wind | 1.0 | 90 | < th | dose independent | rect. | 5 | 3 |
417 | 146.68 | wind | 1.0 | 720 | > th | dose independent | rect. | 9 | 4 |
433 | 146.72 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 16 | 15 |
438 | 146.74 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 17 | 1 |
495 | 146.85 | wind | 5.0 | 720 | < th | dose independent | rect. | 22 | 11 |
503 | 146.86 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 8 |
507 | 146.87 | wind | 3.0 | 10 | < th | dose dependent | rect. | 5 | 3 |
512 | 146.88 | wind | 1.0 | 720 | > th | dose dependent | rect. | 11 | 1 |
515 | 146.90 | temperature | 25.0 | 90 | > th | dose independent | rect. | 13 | 17 |
518 | 146.91 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 1 |
520 | 146.91 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 24 | 4 |
541 | 146.95 | wind | 1.0 | 90 | < th | dose independent | rect. | 6 | 1 |
545 | 146.95 | humidity | 70.0 | 270 | < th | dose dependent | rect. | 17 | 1 |
552 | 146.96 | wind | 7.0 | 1440 | < th | dose dependent | rect. | 2 | 1 |
560 | 146.98 | wind | 9.0 | 4320 | < th | dose independent | rect. | 14 | 2 |
608 | 147.05 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 24 | 4 |
618 | 147.07 | humidity | 50.0 | 720 | < th | dose independent | rect. | 11 | 1 |
632 | 147.07 | wind | 1.0 | 90 | < th | dose independent | rect. | 5 | 11 |
635 | 147.07 | wind | 1.0 | 90 | < th | dose independent | rect. | 5 | 13 |
645 | 147.07 | humidity | 50.0 | 720 | < th | dose dependent | rect. | 11 | 1 |
669 | 147.08 | humidity | 90.0 | 720 | < th | dose independent | rect. | 9 | 4 |
689 | 147.11 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 13 | 23 |
691 | 147.11 | radiation | 20.0 | 720 | > th | dose dependent | rect. | 6 | 1 |
733 | 147.14 | wind | 1.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
749 | 147.16 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 18 | 22 |
758 | 147.18 | humidity | 80.0 | 720 | < th | dose independent | rect. | 10 | 2 |
764 | 147.19 | humidity | 90.0 | 30 | < th | dose independent | rect. | 5 | 1 |
767 | 147.19 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 3 |
794 | 147.22 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 5 | 8 |
796 | 147.22 | temperature | 25.0 | 90 | < th | dose independent | rect. | 16 | 15 |
805 | 147.23 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 13 | 1 |
824 | 147.25 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 13 | 7 |
861 | 147.28 | temperature | 25.0 | 10 | < th | dose independent | rect. | 17 | 5 |
884 | 147.30 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 13 | 9 |
894 | 147.31 | wind | 7.0 | 1440 | > th | dose independent | rect. | 23 | 10 |
902 | 147.32 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 1 |
915 | 147.32 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
933 | 147.33 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 4 | 9 |
942 | 147.34 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
943 | 147.34 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 22 | 2 |
955 | 147.36 | wind | 1.0 | 30 | < th | dose independent | rect. | 14 | 4 |
960 | 147.36 | wind | 1.0 | 30 | < th | dose dependent | rect. | 14 | 2 |
967 | 147.37 | wind | 1.0 | 30 | < th | dose independent | rect. | 14 | 2 |
968 | 147.37 | wind | 5.0 | 720 | < th | dose independent | rect. | 6 | 3 |
976 | 147.37 | radiation | 10.0 | 90 | > th | dose independent | rect. | 13 | 22 |
985 | 147.38 | wind | 9.0 | 10 | < th | dose independent | rect. | 5 | 8 |
995 | 147.39 | humidity | 90.0 | 90 | > th | dose independent | rect. | 14 | 1 |
999 | 147.39 | temperature | 25.0 | 90 | > th | dose independent | rect. | 13 | 21 |
1000 | 147.39 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 14 | 1 |