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Os11g0512200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : No apical meristem (NAM) protein 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
312.72 | 0.831 | 3.12 | 0.502 | 0.452 | -1.29 | 0.446 | 0.871 | 0.0536 | 13.9 | 18.16 | 11 | -- | -- |
313.23 | 0.824 | 3.14 | 0.355 | 0.441 | -1.25 | 0.705 | -- | 0.0122 | 13.8 | 18 | 11 | -- | -- |
313.15 | 0.824 | 3.11 | 0.591 | 0.451 | -1.3 | -- | 1.35 | 0.0751 | 14.1 | 18 | 11 | -- | -- |
315.12 | 0.827 | 3.14 | 0.374 | 0.447 | -1.25 | -- | -- | 0.0129 | 14.2 | 18 | 14 | -- | -- |
321.22 | 0.835 | 3.14 | 0.504 | -- | -0.856 | -- | 1.36 | -0.0081 | -- | 18 | 8 | -- | -- |
332.9 | 0.855 | 3.19 | 0.0686 | 0.0337 | -- | 0.835 | -- | -0.195 | 9.5 | -- | -- | -- | -- |
335.46 | 0.858 | 3.19 | 0.1 | 0.0314 | -- | -- | -- | -0.194 | 11 | -- | -- | -- | -- |
321.77 | 0.835 | 3.16 | 0.294 | -- | -0.962 | -- | -- | -0.0658 | -- | 13.85 | 243 | -- | -- |
318.41 | 0.831 | 3.15 | -- | 0.395 | -1.07 | -- | -- | -0.0498 | 14.1 | 18.62 | 11 | -- | -- |
335.52 | 0.856 | 3.19 | 0.0993 | -- | -- | -- | -- | -0.194 | -- | -- | -- | -- | -- |
335.72 | 0.857 | 3.19 | -- | 0.0306 | -- | -- | -- | -0.205 | 10.7 | -- | -- | -- | -- |
323.64 | 0.838 | 3.17 | -- | -- | -0.721 | -- | -- | -0.11 | -- | 18.4 | 243 | -- | -- |
335.78 | 0.855 | 3.19 | -- | -- | -- | -- | -- | -0.205 | -- | -- | -- | -- | -- |
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 | 301.14 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 18 | 2 |
2 | 302.28 | wind | 7.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
3 | 302.32 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 18 | 2 |
4 | 302.63 | humidity | 90.0 | 90 | > th | dose independent | rect. | 13 | 7 |
6 | 303.24 | wind | 7.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
8 | 303.39 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 7 |
9 | 303.63 | wind | 7.0 | 43200 | > th | dose independent | rect. | 20 | 7 |
11 | 303.70 | wind | 7.0 | 43200 | < th | dose independent | rect. | 20 | 7 |
20 | 304.50 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 4 |
21 | 304.50 | wind | 7.0 | 43200 | > th | dose independent | rect. | 18 | 15 |
22 | 304.51 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 16 | 16 |
24 | 304.58 | wind | 7.0 | 43200 | < th | dose independent | rect. | 18 | 15 |
27 | 304.63 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 4 |
28 | 304.66 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 9 |
30 | 304.68 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 15 |
36 | 304.87 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 4 |
43 | 305.05 | wind | 7.0 | 43200 | > th | dose independent | rect. | 20 | 13 |
44 | 305.09 | wind | 7.0 | 43200 | < th | dose independent | rect. | 20 | 13 |
50 | 305.14 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 12 |
56 | 305.27 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 5 |
76 | 305.55 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
91 | 305.79 | wind | 9.0 | 43200 | > th | dose independent | rect. | 16 | 17 |
131 | 306.26 | wind | 5.0 | 43200 | > th | dose independent | rect. | 22 | 3 |
133 | 306.29 | wind | 5.0 | 43200 | < th | dose independent | rect. | 22 | 3 |
171 | 306.71 | wind | 7.0 | 43200 | > th | dose dependent | sin | 11 | NA |
172 | 306.71 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 22 | 3 |
179 | 306.87 | wind | 9.0 | 43200 | < th | dose independent | sin | 11 | NA |
219 | 307.17 | wind | 9.0 | 43200 | > th | dose independent | sin | 11 | NA |
221 | 307.18 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
259 | 307.45 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 16 | 12 |
267 | 307.55 | wind | 1.0 | 720 | < th | dose dependent | rect. | 12 | 1 |
323 | 308.12 | humidity | 90.0 | 270 | > th | dose independent | rect. | 15 | 2 |
340 | 308.26 | humidity | 90.0 | 270 | > th | dose independent | rect. | 13 | 5 |
341 | 308.28 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 17 | 3 |
356 | 308.39 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 16 | 8 |
362 | 308.43 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 4 |
366 | 308.45 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 21 | 1 |
377 | 308.53 | wind | 1.0 | 43200 | > th | dose independent | rect. | 22 | 1 |
399 | 308.68 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 17 | 4 |
409 | 308.74 | temperature | 20.0 | 90 | < th | dose independent | rect. | 17 | 3 |
425 | 308.87 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 1 | 2 |
435 | 308.93 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 21 | 1 |
437 | 308.94 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 21 | 1 |
441 | 308.94 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 21 | 1 |
445 | 308.96 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
448 | 308.99 | atmosphere | 1015.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
460 | 309.08 | atmosphere | 1015.0 | 14400 | < th | dose independent | rect. | 19 | 1 |
471 | 309.13 | atmosphere | 1015.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
487 | 309.16 | atmosphere | 1015.0 | 14400 | < th | dose independent | rect. | 12 | 8 |
504 | 309.20 | atmosphere | 1015.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
537 | 309.33 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 15 | 2 |
560 | 309.41 | radiation | 10.0 | 720 | < th | dose independent | rect. | 12 | 1 |
569 | 309.45 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
577 | 309.49 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 12 | 1 |
583 | 309.55 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 11 | 1 |
591 | 309.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
649 | 309.83 | wind | 7.0 | 43200 | < th | dose independent | rect. | 1 | 2 |
718 | 310.08 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
733 | 310.12 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 13 | 1 |
776 | 310.28 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
795 | 310.33 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 10 | 3 |
805 | 310.38 | wind | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
821 | 310.42 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 6 |
829 | 310.44 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 4 |
892 | 310.62 | atmosphere | 1015.0 | 14400 | > th | dose dependent | sin | 20 | NA |
900 | 310.63 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 13 | 22 |
937 | 310.77 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
954 | 310.82 | radiation | 30.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
992 | 310.88 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 13 | 1 |