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Os01g0737100 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54.78 | 0.348 | 2.99 | 0.0265 | 0.0847 | 0.257 | -0.0847 | 0.29 | 0.0365 | 7.28 | 42.22 | 12 | -- | -- |
54.73 | 0.345 | 2.99 | 0.0707 | 0.0955 | 0.299 | 0.0337 | -- | 0.0508 | 7.31 | 49.71 | 12 | -- | -- |
54.31 | 0.343 | 2.99 | 0.0694 | 0.0899 | 0.316 | -- | 0.38 | 0.0378 | 7.92 | 49.7 | 12 | -- | -- |
54.68 | 0.344 | 2.99 | 0.0575 | 0.0905 | 0.318 | -- | -- | 0.034 | 7.28 | 49.71 | 12 | -- | -- |
54.68 | 0.344 | 2.99 | 0.0494 | -- | 0.358 | -- | 0.531 | 0.0365 | -- | 49.61 | 11 | -- | -- |
56.67 | 0.353 | 2.99 | 0.0362 | 0.124 | -- | 0.0206 | -- | 0.0365 | 9.52 | -- | -- | -- | -- |
56.67 | 0.353 | 2.99 | 0.0369 | 0.124 | -- | -- | -- | 0.0365 | 9.5 | -- | -- | -- | -- |
54.94 | 0.345 | 2.99 | 0.0387 | -- | 0.388 | -- | -- | 0.0312 | -- | 50.02 | 12 | -- | -- |
54.76 | 0.345 | 2.99 | -- | 0.0878 | 0.315 | -- | -- | 0.0267 | 7.27 | 49.69 | 12 | -- | -- |
57.58 | 0.355 | 2.99 | 0.0361 | -- | -- | -- | -- | 0.0368 | -- | -- | -- | -- | -- |
56.71 | 0.352 | 2.99 | -- | 0.124 | -- | -- | -- | 0.0324 | 9.48 | -- | -- | -- | -- |
54.89 | 0.345 | 2.99 | -- | -- | 0.409 | -- | -- | 0.0312 | -- | 50 | 23 | -- | -- |
57.61 | 0.354 | 2.99 | -- | -- | -- | -- | -- | 0.0328 | -- | -- | -- | -- | -- |
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 | 51.62 | radiation | 40.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
5 | 51.88 | radiation | 40.0 | 30 | > th | dose independent | rect. | 12 | 1 |
8 | 51.96 | temperature | 30.0 | 30 | < th | dose independent | rect. | 12 | 1 |
11 | 52.04 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 12 | 1 |
12 | 52.04 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
13 | 52.05 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
15 | 52.07 | humidity | 50.0 | 30 | > th | dose independent | rect. | 12 | 1 |
16 | 52.08 | temperature | 25.0 | 30 | > th | dose independent | rect. | 12 | 1 |
17 | 52.09 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
22 | 52.11 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
23 | 52.12 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
24 | 52.13 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 12 | 1 |
26 | 52.13 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
29 | 52.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
33 | 52.14 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
36 | 52.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
40 | 52.15 | wind | 1.0 | 30 | > th | dose independent | rect. | 12 | 1 |
43 | 52.15 | wind | 9.0 | 90 | > th | dose dependent | rect. | 16 | 18 |
44 | 52.17 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
45 | 52.17 | wind | 9.0 | 30 | < th | dose independent | rect. | 12 | 1 |
46 | 52.17 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 1 |
48 | 52.17 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 12 | 1 |
50 | 52.17 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 1 |
51 | 52.17 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 1 |
52 | 52.17 | temperature | 10.0 | 30 | > th | dose independent | rect. | 13 | 23 |
53 | 52.17 | wind | 5.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
54 | 52.17 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 1 |
60 | 52.18 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
61 | 52.19 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
62 | 52.19 | humidity | 90.0 | 30 | < th | dose independent | rect. | 12 | 1 |
66 | 52.21 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
68 | 52.21 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
69 | 52.21 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
73 | 52.21 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
75 | 52.21 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
80 | 52.21 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
81 | 52.21 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
82 | 52.21 | wind | 1.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
83 | 52.21 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
86 | 52.21 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
91 | 52.21 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
99 | 52.28 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
100 | 52.30 | wind | 9.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
106 | 52.38 | wind | 7.0 | 10 | > th | dose dependent | rect. | 17 | 1 |
109 | 52.39 | wind | 9.0 | 90 | > th | dose independent | rect. | 16 | 18 |
111 | 52.39 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
121 | 52.42 | wind | 9.0 | 10 | > th | dose independent | rect. | 17 | 1 |
123 | 52.42 | wind | 9.0 | 30 | < th | dose independent | rect. | 13 | 23 |
183 | 52.51 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
184 | 52.52 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
186 | 52.53 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
193 | 52.59 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
195 | 52.60 | wind | 9.0 | 90 | > th | dose independent | rect. | 16 | 7 |
210 | 52.62 | wind | 9.0 | 90 | > th | dose dependent | rect. | 16 | 7 |
299 | 52.80 | wind | 9.0 | 10 | > th | dose dependent | sin | 12 | NA |
433 | 53.32 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 10 | 1 |
469 | 53.42 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
478 | 53.49 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
479 | 53.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
482 | 53.49 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
486 | 53.49 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
495 | 53.49 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
496 | 53.49 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
516 | 53.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
520 | 53.49 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
531 | 53.50 | wind | 9.0 | 90 | > th | dose independent | sin | 13 | NA |
593 | 53.71 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 3 |
620 | 53.74 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 23 |
691 | 53.85 | wind | 9.0 | 90 | < th | dose independent | sin | 14 | NA |
770 | 53.92 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
775 | 53.94 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
808 | 54.05 | wind | 1.0 | 10 | > th | dose independent | rect. | 13 | 23 |
850 | 54.14 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
857 | 54.14 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
883 | 54.19 | wind | 9.0 | 720 | < th | dose independent | rect. | 23 | 16 |