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Os03g0328900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, CCCH-type 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.97 | 0.274 | 8.65 | -0.698 | 0.0361 | 1.28 | -0.67 | -6.68 | -0.0644 | 9.22 | 30.68 | 400 | -- | -- |
34.61 | 0.274 | 8.6 | -0.296 | 0.0376 | 0.581 | -0.618 | -- | -0.0506 | 8.22 | 31.65 | 416 | -- | -- |
35.53 | 0.278 | 8.65 | -0.718 | 0.0479 | 1.29 | -- | -6.5 | -0.0629 | 9.63 | 30.7 | 419 | -- | -- |
35.95 | 0.279 | 8.6 | -0.322 | 0.0449 | 0.59 | -- | -- | -0.0615 | 9.56 | 30.84 | 419 | -- | -- |
35.65 | 0.278 | 8.65 | -0.705 | -- | 1.26 | -- | -6.34 | -0.0637 | -- | 30.7 | 409 | -- | -- |
39.82 | 0.296 | 8.62 | -0.242 | 0.0902 | -- | 0.937 | -- | -0.103 | 19.8 | -- | -- | -- | -- |
41.94 | 0.303 | 8.62 | -0.262 | 0.127 | -- | -- | -- | -0.0996 | 17.1 | -- | -- | -- | -- |
36.06 | 0.28 | 8.61 | -0.32 | -- | 0.573 | -- | -- | -0.0634 | -- | 30.8 | 413 | -- | -- |
38.61 | 0.289 | 8.6 | -- | 0.0434 | 0.547 | -- | -- | -0.03 | 11.4 | 31.27 | 414 | -- | -- |
42.78 | 0.306 | 8.62 | -0.267 | -- | -- | -- | -- | -0.103 | -- | -- | -- | -- | -- |
43.75 | 0.309 | 8.61 | -- | 0.131 | -- | -- | -- | -0.0704 | 17 | -- | -- | -- | -- |
38.72 | 0.29 | 8.6 | -- | -- | 0.543 | -- | -- | -0.0319 | -- | 31.5 | 412 | -- | -- |
44.65 | 0.312 | 8.61 | -- | -- | -- | -- | -- | -0.0732 | -- | -- | -- | -- | -- |
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 | 32.36 | wind | 7 | 14400 | < th | dose independent | rect. | 6 | 3 |
2 | 32.47 | wind | 7 | 14400 | > th | dose independent | rect. | 6 | 3 |
5 | 32.90 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 3 |
6 | 32.95 | wind | 5 | 14400 | > th | dose dependent | rect. | 24 | 10 |
7 | 33.02 | wind | 7 | 14400 | > th | dose dependent | rect. | 6 | 3 |
10 | 33.06 | wind | 5 | 14400 | > th | dose dependent | rect. | 4 | 6 |
15 | 33.14 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 1 |
53 | 33.43 | wind | 7 | 14400 | < th | dose independent | rect. | 20 | 15 |
55 | 33.47 | wind | 7 | 14400 | > th | dose independent | rect. | 20 | 15 |
56 | 33.48 | wind | 7 | 14400 | < th | dose independent | rect. | 4 | 6 |
57 | 33.48 | wind | 5 | 14400 | > th | dose independent | rect. | 24 | 12 |
59 | 33.50 | wind | 7 | 14400 | > th | dose independent | rect. | 4 | 6 |
68 | 33.56 | wind | 5 | 14400 | < th | dose independent | rect. | 1 | 11 |
70 | 33.56 | wind | 5 | 14400 | > th | dose dependent | rect. | 21 | 14 |
73 | 33.59 | radiation | 40 | 14400 | > th | dose dependent | rect. | 15 | 1 |
94 | 33.61 | wind | 5 | 14400 | > th | dose independent | sin | 6 | NA |
96 | 33.62 | wind | 5 | 14400 | > th | dose dependent | sin | 8 | NA |
102 | 33.67 | wind | 7 | 14400 | < th | dose independent | rect. | 1 | 9 |
126 | 33.70 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 3 |
139 | 33.75 | wind | 5 | 14400 | < th | dose independent | sin | 6 | NA |
153 | 33.79 | temperature | 25 | 270 | > th | dose dependent | rect. | 14 | 21 |
170 | 33.86 | temperature | 25 | 270 | > th | dose dependent | rect. | 15 | 4 |
188 | 33.92 | temperature | 25 | 270 | > th | dose dependent | rect. | 15 | 2 |
199 | 33.95 | temperature | 25 | 270 | > th | dose dependent | sin | 18 | NA |
218 | 34.01 | temperature | 30 | 270 | > th | dose dependent | sin | 11 | NA |
228 | 34.04 | temperature | 30 | 270 | > th | dose dependent | sin | 14 | NA |
243 | 34.09 | temperature | 30 | 90 | > th | dose independent | sin | 11 | NA |
277 | 34.13 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 17 |
324 | 34.22 | temperature | 30 | 720 | > th | dose independent | rect. | 9 | 1 |
330 | 34.23 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 17 |
349 | 34.25 | temperature | 30 | 270 | > th | dose independent | rect. | 15 | 19 |
351 | 34.25 | wind | 1 | 43200 | < th | dose dependent | rect. | 18 | 3 |
367 | 34.29 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 16 |
374 | 34.30 | humidity | 50 | 270 | < th | dose dependent | rect. | 16 | 20 |
378 | 34.31 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 17 |
384 | 34.32 | humidity | 50 | 270 | < th | dose independent | rect. | 16 | 20 |
386 | 34.32 | temperature | 30 | 270 | > th | dose dependent | no | NA | NA |
388 | 34.32 | temperature | 30 | 270 | > th | dose dependent | rect. | 9 | 10 |
514 | 34.35 | humidity | 50 | 270 | > th | dose independent | sin | 18 | NA |
515 | 34.35 | humidity | 60 | 270 | < th | dose independent | sin | 14 | NA |
555 | 34.36 | humidity | 50 | 270 | < th | dose independent | sin | 10 | NA |
580 | 34.37 | humidity | 60 | 270 | < th | dose dependent | sin | 14 | NA |
612 | 34.40 | humidity | 50 | 270 | > th | dose independent | no | NA | NA |
622 | 34.41 | temperature | 25 | 720 | > th | dose dependent | sin | 3 | NA |
629 | 34.42 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 14 |
633 | 34.42 | humidity | 50 | 270 | < th | dose dependent | sin | 10 | NA |
655 | 34.43 | wind | 5 | 14400 | > th | dose independent | rect. | 4 | 1 |
656 | 34.43 | humidity | 50 | 270 | < th | dose independent | rect. | 13 | 3 |
660 | 34.43 | humidity | 50 | 270 | < th | dose dependent | rect. | 13 | 3 |
665 | 34.43 | radiation | 10 | 14400 | < th | dose dependent | rect. | 17 | 12 |
669 | 34.44 | humidity | 50 | 270 | < th | dose independent | rect. | 15 | 1 |
676 | 34.44 | humidity | 50 | 270 | < th | dose dependent | rect. | 15 | 1 |
688 | 34.45 | radiation | 40 | 14400 | < th | dose dependent | rect. | 17 | 12 |
693 | 34.46 | wind | 5 | 14400 | < th | dose independent | rect. | 4 | 1 |
727 | 34.47 | wind | 3 | 14400 | > th | dose dependent | rect. | 4 | 1 |
729 | 34.47 | humidity | 60 | 270 | < th | dose dependent | rect. | 15 | 4 |
781 | 34.48 | humidity | 60 | 270 | < th | dose dependent | rect. | 12 | 7 |
808 | 34.49 | humidity | 70 | 270 | < th | dose dependent | rect. | 16 | 1 |
809 | 34.49 | radiation | 10 | 14400 | < th | dose dependent | rect. | 17 | 2 |
832 | 34.50 | wind | 5 | 14400 | > th | dose independent | rect. | 2 | 3 |
833 | 34.50 | wind | 5 | 14400 | < th | dose independent | rect. | 2 | 3 |
834 | 34.50 | humidity | 50 | 270 | < th | dose independent | rect. | 10 | 7 |
854 | 34.50 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 3 |
878 | 34.51 | radiation | 1 | 14400 | > th | dose dependent | rect. | 17 | 12 |