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Os03g0854100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ARF GAP-like zinc finger-containing protein ZIGA2 (Fragment).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.89 | 0.315 | 11.4 | -0.857 | 0.88 | -1.08 | 0.318 | 4.07 | 0.277 | 4.04 | 30.2 | 2599 | -- | -- |
46.58 | 0.318 | 11.3 | -0.265 | 0.876 | -0.598 | 0.262 | -- | 0.176 | 4.28 | 29.56 | 2630 | -- | -- |
45.13 | 0.313 | 11.4 | -0.847 | 0.881 | -1.09 | -- | 4.08 | 0.295 | 4.07 | 30.26 | 2588 | -- | -- |
46.16 | 0.316 | 11.3 | -0.137 | 0.875 | -0.588 | -- | -- | 0.198 | 4.07 | 29.5 | 2632 | -- | -- |
86.83 | 0.434 | 11.4 | -0.711 | -- | -1.11 | -- | 3.39 | 0.352 | -- | 30.29 | 2620 | -- | -- |
60.97 | 0.366 | 11.3 | 0.0521 | 0.927 | -- | 0.447 | -- | 0.191 | 3.76 | -- | -- | -- | -- |
61.56 | 0.367 | 11.3 | 0.0456 | 0.931 | -- | -- | -- | 0.189 | 3.82 | -- | -- | -- | -- |
85.35 | 0.43 | 11.3 | -0.143 | -- | -0.676 | -- | -- | 0.314 | -- | 30.4 | 1231 | -- | -- |
46.61 | 0.318 | 11.3 | -- | 0.874 | -0.556 | -- | -- | 0.213 | 4.07 | 29.55 | 2634 | -- | -- |
109.32 | 0.489 | 11.3 | 0.0842 | -- | -- | -- | -- | 0.214 | -- | -- | -- | -- | -- |
61.61 | 0.367 | 11.3 | -- | 0.932 | -- | -- | -- | 0.184 | 3.82 | -- | -- | -- | -- |
85.56 | 0.431 | 11.3 | -- | -- | -0.65 | -- | -- | 0.348 | -- | 30.4 | 1224 | -- | -- |
109.51 | 0.488 | 11.3 | -- | -- | -- | -- | -- | 0.204 | -- | -- | -- | -- | -- |
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 | 44.51 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 11 |
2 | 44.53 | radiation | 30 | 4320 | > th | dose independent | rect. | 16 | 16 |
4 | 44.58 | radiation | 30 | 4320 | > th | dose independent | rect. | 7 | 1 |
20 | 44.75 | radiation | 30 | 4320 | < th | dose independent | rect. | 7 | 1 |
21 | 44.89 | radiation | 1 | 720 | > th | dose dependent | rect. | 18 | 11 |
22 | 44.89 | radiation | 20 | 4320 | > th | dose dependent | rect. | 16 | 16 |
23 | 44.92 | humidity | 60 | 4320 | < th | dose dependent | rect. | 17 | 3 |
36 | 44.92 | wind | 3 | 43200 | > th | dose dependent | rect. | 23 | 17 |
37 | 44.94 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 3 |
54 | 44.98 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 11 |
55 | 44.98 | wind | 3 | 43200 | > th | dose dependent | rect. | 2 | 13 |
61 | 45.04 | radiation | 30 | 4320 | < th | dose independent | rect. | 24 | 8 |
67 | 45.09 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 1 |
91 | 45.10 | radiation | 30 | 4320 | < th | dose independent | rect. | 19 | 13 |
105 | 45.24 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 2 |
115 | 45.30 | temperature | 20 | 270 | > th | dose independent | rect. | 13 | 17 |
116 | 45.30 | wind | 3 | 43200 | > th | dose dependent | sin | 4 | NA |
119 | 45.32 | wind | 5 | 43200 | < th | dose independent | rect. | 24 | 16 |
128 | 45.36 | temperature | 10 | 270 | > th | dose dependent | rect. | 14 | 16 |
136 | 45.38 | wind | 5 | 43200 | > th | dose independent | rect. | 2 | 14 |
137 | 45.38 | wind | 5 | 43200 | > th | dose independent | rect. | 24 | 16 |
152 | 45.39 | humidity | 50 | 4320 | < th | dose independent | rect. | 16 | 18 |
153 | 45.39 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 2 |
176 | 45.42 | wind | 3 | 43200 | < th | dose independent | rect. | 2 | 2 |
177 | 45.42 | radiation | 30 | 4320 | < th | dose independent | rect. | 17 | 15 |
183 | 45.44 | humidity | 50 | 4320 | < th | dose dependent | rect. | 16 | 18 |
204 | 45.47 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 1 |
207 | 45.48 | wind | 3 | 43200 | > th | dose independent | rect. | 2 | 2 |
208 | 45.48 | humidity | 60 | 4320 | > th | dose independent | rect. | 18 | 10 |
222 | 45.51 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 12 |
230 | 45.54 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 11 |
241 | 45.57 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 11 |
246 | 45.57 | wind | 1 | 43200 | > th | dose dependent | rect. | 9 | 3 |
262 | 45.59 | wind | 9 | 43200 | < th | dose dependent | rect. | 9 | 3 |
264 | 45.60 | humidity | 50 | 4320 | > th | dose independent | rect. | 16 | 2 |
269 | 45.61 | humidity | 60 | 4320 | > th | dose independent | rect. | 18 | 2 |
278 | 45.62 | wind | 9 | 43200 | < th | dose dependent | rect. | 2 | 13 |
283 | 45.64 | wind | 7 | 43200 | < th | dose independent | sin | 5 | NA |
284 | 45.64 | humidity | 50 | 4320 | > th | dose independent | rect. | 16 | 4 |
287 | 45.65 | wind | 7 | 43200 | > th | dose independent | sin | 5 | NA |
288 | 45.65 | wind | 5 | 43200 | < th | dose independent | sin | 3 | NA |
296 | 45.66 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 1 |
382 | 45.74 | wind | 5 | 43200 | > th | dose independent | sin | 3 | NA |
429 | 45.80 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 10 |
436 | 45.81 | wind | 1 | 43200 | > th | dose dependent | rect. | 8 | 6 |
459 | 45.84 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 4 |
475 | 45.86 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 19 |
540 | 45.90 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 1 |
578 | 45.91 | wind | 7 | 43200 | > th | dose dependent | rect. | 9 | 5 |
590 | 45.92 | humidity | 70 | 270 | > th | dose dependent | rect. | 1 | 5 |
591 | 45.92 | wind | 9 | 43200 | < th | dose dependent | rect. | 8 | 6 |
602 | 45.93 | radiation | 20 | 4320 | > th | dose dependent | rect. | 7 | 1 |
603 | 45.93 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 2 |
617 | 45.94 | radiation | 30 | 4320 | > th | dose dependent | rect. | 15 | 18 |
618 | 45.95 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 21 |
628 | 45.95 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 7 |
645 | 45.96 | temperature | 30 | 4320 | > th | dose dependent | rect. | 17 | 2 |
722 | 46.03 | wind | 5 | 43200 | > th | dose independent | rect. | 6 | 1 |
754 | 46.06 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 15 |
757 | 46.06 | wind | 9 | 43200 | < th | dose dependent | sin | 4 | NA |
779 | 46.08 | wind | 5 | 43200 | < th | dose independent | rect. | 6 | 1 |
812 | 46.12 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 1 |
956 | 46.22 | wind | 5 | 43200 | < th | dose independent | rect. | 15 | 23 |
961 | 46.23 | wind | 7 | 43200 | < th | dose independent | rect. | 10 | 1 |