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Os07g0257200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to OsNramp1 (Integral membrane 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
526.15 | 1.08 | 7.03 | -6.01 | 4.58 | 2.7 | 1.07 | -22.9 | -0.786 | 5.69 | 26.8 | 4720 | -- | -- |
619.56 | 1.17 | 6.39 | -0.561 | 4.24 | -0.965 | 0.97 | -- | 0.127 | 5.89 | 26.8 | 4720 | -- | -- |
528.79 | 1.07 | 7.03 | -6.03 | 4.6 | 2.76 | -- | -23.4 | -0.77 | 5.68 | 26.93 | 4762 | -- | -- |
562.81 | 1.1 | 6.36 | 1.14 | 4.46 | -1.73 | -- | -- | 0.335 | 5.7 | 34.63 | 47520 | -- | -- |
1384.13 | 1.74 | 6.48 | -0.848 | -- | -2.78 | -- | -6.11 | 0.327 | -- | 24.2 | 4339 | -- | -- |
632.5 | 1.18 | 6.39 | -0.683 | 4.45 | -- | 1.24 | -- | 0.114 | 5.72 | -- | -- | -- | -- |
636.29 | 1.18 | 6.39 | -0.676 | 4.46 | -- | -- | -- | 0.109 | 5.71 | -- | -- | -- | -- |
1404.83 | 1.75 | 6.39 | -0.0693 | -- | -3.23 | -- | -- | 0.554 | -- | 24.2 | 4339 | -- | -- |
578.36 | 1.12 | 6.34 | -- | 4.46 | -1.14 | -- | -- | 0.359 | 5.69 | 33.2 | 47520 | -- | -- |
1667.8 | 1.91 | 6.46 | -0.536 | -- | -- | -- | -- | 0.215 | -- | -- | -- | -- | -- |
648.34 | 1.19 | 6.38 | -- | 4.45 | -- | -- | -- | 0.184 | 5.71 | -- | -- | -- | -- |
1404.95 | 1.75 | 6.38 | -- | -- | -3.24 | -- | -- | 0.563 | -- | 24.2 | 4339 | -- | -- |
1675.36 | 1.91 | 6.45 | -- | -- | -- | -- | -- | 0.274 | -- | -- | -- | -- | -- |
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 | 503.54 | wind | 7 | 43200 | < th | dose dependent | rect. | 13 | 1 |
2 | 505.20 | wind | 1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
3 | 505.34 | wind | 3 | 43200 | > th | dose independent | rect. | 13 | 1 |
5 | 506.22 | wind | 5 | 43200 | < th | dose independent | rect. | 14 | 1 |
13 | 509.88 | temperature | 25 | 43200 | > th | dose independent | rect. | 9 | 1 |
17 | 510.54 | temperature | 25 | 43200 | > th | dose independent | rect. | 6 | 5 |
19 | 510.73 | temperature | 25 | 43200 | > th | dose dependent | rect. | 11 | 1 |
22 | 510.98 | temperature | 25 | 43200 | < th | dose independent | rect. | 6 | 5 |
23 | 511.06 | wind | 1 | 43200 | < th | dose independent | rect. | 9 | 3 |
26 | 511.20 | temperature | 20 | 43200 | > th | dose dependent | rect. | 4 | 1 |
31 | 511.52 | temperature | 25 | 43200 | < th | dose independent | rect. | 8 | 2 |
39 | 511.69 | temperature | 25 | 43200 | > th | dose independent | rect. | 1 | 12 |
44 | 511.84 | temperature | 25 | 43200 | < th | dose independent | rect. | 3 | 9 |
56 | 512.01 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
59 | 512.04 | wind | 3 | 43200 | > th | dose independent | rect. | 11 | 4 |
64 | 512.09 | temperature | 25 | 43200 | < th | dose independent | rect. | 1 | 12 |
79 | 512.40 | temperature | 25 | 43200 | > th | dose independent | rect. | 21 | 17 |
86 | 512.49 | temperature | 25 | 43200 | > th | dose independent | sin | 6 | NA |
94 | 512.58 | temperature | 25 | 43200 | < th | dose independent | rect. | 20 | 18 |
111 | 512.73 | temperature | 25 | 43200 | < th | dose independent | sin | 6 | NA |
112 | 512.73 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 3 |
120 | 512.78 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 4 |
158 | 513.17 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
231 | 513.85 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 4 |
308 | 514.42 | temperature | 25 | 43200 | > th | dose independent | rect. | 12 | 23 |
351 | 514.66 | temperature | 25 | 43200 | > th | dose independent | rect. | 24 | 23 |
357 | 514.71 | temperature | 25 | 43200 | > th | dose independent | no | NA | NA |
362 | 514.73 | temperature | 25 | 43200 | > th | dose dependent | sin | 3 | NA |
371 | 514.79 | temperature | 25 | 43200 | > th | dose independent | rect. | 5 | 23 |
396 | 514.90 | temperature | 25 | 43200 | < th | dose independent | rect. | 24 | 23 |
399 | 514.91 | temperature | 25 | 43200 | < th | dose independent | no | NA | NA |
402 | 514.91 | temperature | 25 | 43200 | > th | dose independent | rect. | 8 | 23 |
416 | 514.96 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 2 |
430 | 515.02 | temperature | 25 | 43200 | < th | dose independent | rect. | 3 | 23 |
431 | 515.03 | temperature | 25 | 43200 | < th | dose independent | rect. | 5 | 23 |
436 | 515.07 | temperature | 25 | 43200 | < th | dose independent | rect. | 8 | 23 |
494 | 515.33 | temperature | 20 | 43200 | > th | dose dependent | sin | 9 | NA |
553 | 515.61 | wind | 5 | 43200 | > th | dose independent | rect. | 16 | 1 |
602 | 515.83 | temperature | 20 | 43200 | > th | dose dependent | rect. | 21 | 1 |
684 | 516.19 | temperature | 25 | 43200 | < th | dose independent | sin | 15 | NA |
724 | 516.36 | temperature | 25 | 43200 | > th | dose independent | sin | 15 | NA |
751 | 516.48 | wind | 5 | 43200 | < th | dose independent | rect. | 16 | 1 |
807 | 516.68 | wind | 3 | 43200 | < th | dose dependent | rect. | 20 | 2 |
864 | 516.92 | humidity | 90 | 43200 | > th | dose dependent | rect. | 2 | 21 |
993 | 517.48 | temperature | 25 | 43200 | < th | dose independent | rect. | 15 | 8 |