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Os02g0621500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, RING-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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14.29 | 0.178 | 12.5 | 0.704 | 0.364 | 0.895 | -0.235 | -3.65 | 0.0672 | 23.2 | 999.7 | 20 | -- | -- |
14.49 | 0.179 | 12.6 | 0.465 | 0.36 | 0.249 | -0.248 | -- | 0.0677 | 23.2 | 999.7 | 20 | -- | -- |
14.53 | 0.178 | 12.5 | 0.714 | 0.365 | 0.897 | -- | -3.67 | 0.0683 | 23.3 | 999.7 | 19 | -- | -- |
14.46 | 0.178 | 12.6 | 0.47 | 0.358 | 0.242 | -- | -- | 0.064 | 23.2 | 1001 | 8 | -- | -- |
22.81 | 0.224 | 12.5 | 0.633 | -- | 0.671 | -- | -2.27 | 0.0704 | -- | 999.6 | 7 | -- | -- |
16.13 | 0.188 | 12.6 | 0.422 | 0.367 | -- | -0.228 | -- | 0.0837 | 23.3 | -- | -- | -- | -- |
16.35 | 0.189 | 12.6 | 0.431 | 0.367 | -- | -- | -- | 0.0845 | 23.3 | -- | -- | -- | -- |
22.43 | 0.222 | 12.6 | 0.484 | -- | 0.27 | -- | -- | 0.0647 | -- | 1002 | 41 | -- | -- |
20.17 | 0.21 | 12.6 | -- | 0.365 | 0.182 | -- | -- | 0.0178 | 23.3 | 1002 | 12 | -- | -- |
24.81 | 0.233 | 12.5 | 0.441 | -- | -- | -- | -- | 0.088 | -- | -- | -- | -- | -- |
21.26 | 0.216 | 12.6 | -- | 0.372 | -- | -- | -- | 0.0364 | 23.4 | -- | -- | -- | -- |
28.48 | 0.249 | 12.6 | -- | -- | 0.209 | -- | -- | 0.0174 | -- | 1001 | 8 | -- | -- |
29.93 | 0.255 | 12.6 | -- | -- | -- | -- | -- | 0.0391 | -- | -- | -- | -- | -- |
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 | 12.97 | wind | 1 | 14400 | < th | dose dependent | rect. | 9 | 3 |
2 | 12.98 | temperature | 30 | 14400 | > th | dose dependent | rect. | 8 | 1 |
17 | 13.01 | temperature | 20 | 270 | > th | dose dependent | rect. | 4 | 10 |
18 | 13.03 | wind | 1 | 14400 | < th | dose independent | rect. | 9 | 4 |
19 | 13.04 | wind | 1 | 43200 | < th | dose independent | rect. | 10 | 1 |
22 | 13.09 | wind | 9 | 14400 | < th | dose independent | rect. | 13 | 1 |
23 | 13.09 | wind | 1 | 14400 | > th | dose independent | rect. | 9 | 4 |
27 | 13.13 | wind | 1 | 43200 | > th | dose independent | rect. | 10 | 1 |
28 | 13.13 | wind | 9 | 14400 | > th | dose independent | rect. | 13 | 1 |
29 | 13.13 | humidity | 80 | 14400 | < th | dose dependent | rect. | 4 | 1 |
30 | 13.14 | temperature | 30 | 270 | < th | dose dependent | rect. | 1 | 18 |
31 | 13.15 | temperature | 30 | 14400 | > th | dose independent | rect. | 8 | 1 |
46 | 13.15 | temperature | 30 | 270 | < th | dose dependent | rect. | 1 | 16 |
47 | 13.16 | wind | 9 | 14400 | > th | dose independent | rect. | 13 | 4 |
51 | 13.18 | wind | 1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
54 | 13.19 | wind | 9 | 14400 | > th | dose dependent | rect. | 12 | 3 |
63 | 13.22 | wind | 9 | 14400 | < th | dose independent | rect. | 13 | 4 |
68 | 13.24 | temperature | 10 | 90 | > th | dose dependent | sin | 2 | NA |
73 | 13.25 | temperature | 30 | 14400 | < th | dose independent | rect. | 3 | 6 |
74 | 13.25 | temperature | 30 | 14400 | < th | dose independent | rect. | 1 | 8 |
75 | 13.25 | temperature | 20 | 90 | > th | dose dependent | sin | 3 | NA |
76 | 13.25 | humidity | 80 | 14400 | < th | dose dependent | rect. | 1 | 1 |
88 | 13.27 | temperature | 30 | 14400 | < th | dose independent | rect. | 19 | 14 |
89 | 13.27 | humidity | 80 | 14400 | < th | dose dependent | rect. | 1 | 4 |
90 | 13.28 | temperature | 30 | 14400 | < th | dose independent | rect. | 8 | 1 |
100 | 13.29 | temperature | 25 | 270 | > th | dose dependent | sin | 7 | NA |
101 | 13.29 | temperature | 10 | 270 | > th | dose dependent | sin | 4 | NA |
106 | 13.29 | wind | 9 | 14400 | > th | dose dependent | rect. | 5 | 9 |
113 | 13.30 | temperature | 30 | 14400 | < th | dose independent | rect. | 23 | 10 |
122 | 13.30 | wind | 9 | 14400 | > th | dose dependent | rect. | 24 | 14 |
126 | 13.31 | wind | 9 | 14400 | > th | dose independent | rect. | 5 | 12 |
143 | 13.32 | wind | 9 | 14400 | > th | dose independent | rect. | 7 | 10 |
215 | 13.37 | temperature | 25 | 270 | > th | dose dependent | rect. | 19 | 19 |
217 | 13.38 | wind | 9 | 14400 | > th | dose independent | sin | 2 | NA |
245 | 13.39 | wind | 9 | 14400 | < th | dose independent | rect. | 3 | 14 |
268 | 13.40 | wind | 9 | 14400 | < th | dose independent | rect. | 4 | 12 |
291 | 13.41 | wind | 9 | 14400 | > th | dose dependent | sin | 2 | NA |
325 | 13.43 | wind | 9 | 14400 | > th | dose independent | rect. | 15 | 1 |
340 | 13.43 | temperature | 25 | 270 | > th | dose dependent | rect. | 23 | 15 |
368 | 13.45 | temperature | 30 | 270 | < th | dose dependent | sin | 4 | NA |
375 | 13.46 | wind | 9 | 14400 | < th | dose independent | rect. | 15 | 1 |
500 | 13.52 | wind | 9 | 14400 | < th | dose independent | sin | 2 | NA |
506 | 13.52 | humidity | 80 | 14400 | < th | dose independent | rect. | 19 | 12 |
527 | 13.53 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 10 |
541 | 13.54 | temperature | 25 | 10 | > th | dose dependent | rect. | 8 | 8 |
547 | 13.54 | temperature | 25 | 10 | > th | dose dependent | rect. | 1 | 15 |
549 | 13.54 | temperature | 25 | 10 | > th | dose dependent | rect. | 23 | 17 |
550 | 13.54 | temperature | 25 | 10 | > th | dose dependent | rect. | 21 | 19 |
560 | 13.55 | temperature | 25 | 10 | > th | dose dependent | rect. | 3 | 13 |
601 | 13.59 | wind | 1 | 43200 | < th | dose independent | rect. | 20 | 3 |
715 | 13.64 | humidity | 80 | 14400 | > th | dose independent | rect. | 19 | 12 |
728 | 13.64 | wind | 9 | 14400 | > th | dose dependent | rect. | 18 | 22 |
730 | 13.65 | wind | 1 | 43200 | > th | dose independent | rect. | 20 | 3 |
764 | 13.66 | temperature | 20 | 720 | > th | dose dependent | rect. | 5 | 2 |
810 | 13.68 | wind | 3 | 14400 | > th | dose independent | rect. | 1 | 15 |
869 | 13.71 | wind | 3 | 14400 | < th | dose independent | rect. | 1 | 15 |
884 | 13.72 | humidity | 80 | 14400 | < th | dose independent | rect. | 5 | 1 |
933 | 13.75 | humidity | 80 | 14400 | > th | dose independent | rect. | 4 | 1 |
950 | 13.76 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 24 | 23 |
953 | 13.76 | temperature | 20 | 720 | > th | dose dependent | rect. | 3 | 5 |
964 | 13.77 | humidity | 80 | 14400 | < th | dose independent | rect. | 1 | 5 |
998 | 13.79 | humidity | 80 | 14400 | < th | dose independent | rect. | 24 | 1 |