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Os03g0263800 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.24 | 0.143 | 12.6 | 0.165 | 0.61 | -1.02 | 0.21 | -1.62 | 0.136 | 4.75 | 19.43 | 5210 | -- | -- |
9.45 | 0.143 | 12.7 | 0.199 | 0.61 | -0.289 | 0.207 | -- | 0.118 | 4.74 | 23.73 | 3216 | -- | -- |
9.33 | 0.142 | 12.6 | 0.151 | 0.614 | -0.988 | -- | -1.54 | 0.129 | 4.68 | 19.82 | 6024 | -- | -- |
9.56 | 0.144 | 12.7 | 0.211 | 0.616 | -0.278 | -- | -- | 0.119 | 4.73 | 26.65 | 3208 | -- | -- |
28.98 | 0.251 | 12.6 | 0.162 | -- | -1.15 | -- | -1.84 | 0.149 | -- | 19.66 | 5469 | -- | -- |
10.77 | 0.154 | 12.6 | 0.329 | 0.617 | -- | 0.199 | -- | 0.187 | 4.7 | -- | -- | -- | -- |
10.88 | 0.154 | 12.6 | 0.328 | 0.618 | -- | -- | -- | 0.186 | 4.68 | -- | -- | -- | -- |
28.35 | 0.248 | 12.7 | 0.187 | -- | -0.375 | -- | -- | 0.104 | -- | 27.69 | 2699 | -- | -- |
9.61 | 0.144 | 12.7 | -- | 0.606 | -0.331 | -- | -- | 0.064 | 4.69 | 24.72 | 39432 | -- | -- |
31.14 | 0.261 | 12.6 | 0.352 | -- | -- | -- | -- | 0.202 | -- | -- | -- | -- | -- |
13.71 | 0.173 | 12.7 | -- | 0.624 | -- | -- | -- | 0.15 | 4.66 | -- | -- | -- | -- |
29.12 | 0.251 | 12.7 | -- | -- | -0.472 | -- | -- | 0.0621 | -- | 27.22 | 2705 | -- | -- |
34.4 | 0.274 | 12.7 | -- | -- | -- | -- | -- | 0.163 | -- | -- | -- | -- | -- |
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 | 8.76 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 6 |
4 | 8.84 | temperature | 30 | 270 | < th | dose dependent | rect. | 19 | 8 |
6 | 8.85 | temperature | 10 | 270 | > th | dose dependent | rect. | 16 | 15 |
7 | 8.86 | temperature | 10 | 10 | > th | dose dependent | sin | 11 | NA |
44 | 8.97 | temperature | 30 | 270 | < th | dose dependent | rect. | 22 | 3 |
47 | 8.99 | temperature | 30 | 270 | < th | dose dependent | rect. | 23 | 1 |
76 | 9.05 | temperature | 30 | 10 | < th | dose dependent | sin | 11 | NA |
82 | 9.06 | humidity | 70 | 43200 | < th | dose dependent | rect. | 3 | 6 |
86 | 9.06 | radiation | 30 | 30 | < th | dose dependent | rect. | 4 | 18 |
90 | 9.08 | temperature | 25 | 10 | < th | dose independent | rect. | 23 | 5 |
100 | 9.09 | humidity | 70 | 43200 | < th | dose independent | rect. | 24 | 9 |
103 | 9.09 | radiation | 20 | 30 | < th | dose independent | rect. | 4 | 18 |
110 | 9.09 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 16 |
111 | 9.09 | temperature | 25 | 10 | < th | dose dependent | rect. | 10 | 18 |
131 | 9.11 | humidity | 60 | 43200 | > th | dose independent | rect. | 4 | 5 |
139 | 9.11 | humidity | 70 | 43200 | < th | dose dependent | rect. | 8 | 1 |
144 | 9.11 | temperature | 25 | 10 | < th | dose dependent | rect. | 16 | 12 |
231 | 9.14 | humidity | 60 | 43200 | < th | dose dependent | rect. | 20 | 16 |
244 | 9.15 | humidity | 50 | 43200 | < th | dose dependent | rect. | 14 | 1 |
249 | 9.15 | humidity | 60 | 43200 | < th | dose dependent | rect. | 3 | 9 |
262 | 9.16 | temperature | 25 | 270 | < th | dose independent | rect. | 23 | 1 |
269 | 9.16 | temperature | 25 | 10 | > th | dose independent | rect. | 16 | 16 |
277 | 9.16 | humidity | 60 | 43200 | < th | dose dependent | sin | 8 | NA |
306 | 9.17 | temperature | 25 | 270 | < th | dose independent | rect. | 20 | 6 |
316 | 9.17 | humidity | 60 | 43200 | < th | dose dependent | rect. | 6 | 6 |
343 | 9.17 | temperature | 15 | 10 | > th | dose dependent | rect. | 16 | 16 |
349 | 9.18 | humidity | 60 | 43200 | > th | dose independent | rect. | 8 | 1 |
351 | 9.18 | temperature | 25 | 270 | < th | dose independent | rect. | 22 | 3 |
362 | 9.18 | temperature | 20 | 4320 | < th | dose dependent | rect. | 4 | 2 |
404 | 9.19 | temperature | 15 | 10 | > th | dose dependent | rect. | 18 | 14 |
410 | 9.20 | humidity | 50 | 43200 | > th | dose independent | sin | 7 | NA |
414 | 9.20 | humidity | 50 | 43200 | > th | dose independent | rect. | 19 | 20 |
443 | 9.21 | humidity | 50 | 43200 | > th | dose independent | rect. | 4 | 11 |
449 | 9.21 | radiation | 10 | 10 | < th | dose independent | rect. | 7 | 15 |
461 | 9.21 | humidity | 60 | 43200 | < th | dose dependent | rect. | 11 | 1 |
463 | 9.21 | wind | 1 | 14400 | < th | dose dependent | rect. | 23 | 3 |
499 | 9.22 | humidity | 50 | 43200 | < th | dose independent | sin | 7 | NA |
511 | 9.22 | humidity | 50 | 43200 | > th | dose independent | rect. | 19 | 17 |
518 | 9.22 | humidity | 50 | 43200 | < th | dose independent | rect. | 19 | 20 |
548 | 9.23 | temperature | 20 | 4320 | < th | dose independent | rect. | 6 | 1 |
550 | 9.23 | humidity | 50 | 43200 | > th | dose independent | rect. | 7 | 8 |
554 | 9.23 | humidity | 50 | 43200 | < th | dose independent | rect. | 4 | 11 |
596 | 9.24 | humidity | 50 | 43200 | < th | dose independent | sin | 4 | NA |
598 | 9.24 | temperature | 20 | 4320 | > th | dose independent | rect. | 6 | 1 |
599 | 9.24 | humidity | 50 | 43200 | > th | dose independent | rect. | 14 | 1 |
600 | 9.24 | humidity | 50 | 43200 | < th | dose independent | rect. | 14 | 1 |
605 | 9.24 | humidity | 50 | 43200 | > th | dose independent | rect. | 10 | 5 |
617 | 9.24 | humidity | 50 | 43200 | < th | dose independent | rect. | 6 | 9 |
700 | 9.25 | humidity | 80 | 43200 | < th | dose independent | rect. | 17 | 1 |
704 | 9.25 | humidity | 50 | 43200 | < th | dose independent | rect. | 8 | 7 |
737 | 9.25 | humidity | 50 | 43200 | < th | dose dependent | sin | 2 | NA |
783 | 9.25 | humidity | 50 | 43200 | < th | dose dependent | rect. | 13 | 20 |
790 | 9.26 | humidity | 50 | 43200 | > th | dose independent | no | NA | NA |
792 | 9.26 | humidity | 50 | 43200 | > th | dose independent | rect. | 11 | 1 |
793 | 9.26 | humidity | 80 | 43200 | > th | dose independent | rect. | 18 | 1 |
794 | 9.26 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 21 | 1 |
795 | 9.26 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 21 | 1 |
808 | 9.26 | humidity | 50 | 43200 | < th | dose independent | rect. | 10 | 5 |
809 | 9.26 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 18 | 5 |
831 | 9.26 | humidity | 50 | 43200 | > th | dose independent | rect. | 4 | 18 |
844 | 9.26 | humidity | 50 | 43200 | > th | dose independent | rect. | 10 | 21 |
866 | 9.26 | humidity | 50 | 43200 | < th | dose dependent | sin | 23 | NA |
870 | 9.26 | humidity | 50 | 43200 | < th | dose dependent | no | NA | NA |
895 | 9.26 | humidity | 50 | 43200 | < th | dose dependent | rect. | 13 | 17 |
896 | 9.26 | humidity | 50 | 43200 | < th | dose dependent | rect. | 3 | 18 |
927 | 9.27 | temperature | 25 | 10 | > th | dose independent | sin | 12 | NA |
932 | 9.27 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 1 |