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Os03g0624000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to CDPK substrate protein 1.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
98.77 | 0.467 | 3.39 | -1.03 | 0.608 | 1.23 | -0.00947 | -4.04 | 0.175 | 5.3 | 27.98 | 1269 | -- | -- |
101.02 | 0.468 | 3.28 | -0.126 | 0.609 | 0.765 | -0.0285 | -- | 0.378 | 5.14 | 31.08 | 1165 | -- | -- |
98.66 | 0.463 | 3.38 | -1.01 | 0.61 | 1.23 | -- | -4.14 | 0.216 | 5.28 | 28.33 | 1265 | -- | -- |
100.98 | 0.468 | 3.27 | -0.113 | 0.618 | 0.758 | -- | -- | 0.388 | 5.12 | 31 | 1163 | -- | -- |
117.85 | 0.506 | 3.39 | -0.962 | -- | 1.26 | -- | -3.84 | 0.226 | -- | 28.21 | 1268 | -- | -- |
128.38 | 0.531 | 3.3 | 0.0706 | 0.672 | -- | 0.0535 | -- | 0.249 | 4.66 | -- | -- | -- | -- |
128.39 | 0.531 | 3.3 | 0.0702 | 0.672 | -- | -- | -- | 0.249 | 4.66 | -- | -- | -- | -- |
119.92 | 0.51 | 3.27 | -0.118 | -- | 0.811 | -- | -- | 0.42 | -- | 30.2 | 1205 | -- | -- |
101.27 | 0.469 | 3.27 | -- | 0.6 | 0.751 | -- | -- | 0.396 | 5.26 | 30.86 | 1163 | -- | -- |
152.42 | 0.577 | 3.31 | 0.0959 | -- | -- | -- | -- | 0.267 | -- | -- | -- | -- | -- |
128.52 | 0.53 | 3.3 | -- | 0.674 | -- | -- | -- | 0.241 | 4.65 | -- | -- | -- | -- |
120.28 | 0.511 | 3.27 | -- | -- | 0.796 | -- | -- | 0.429 | -- | 30.22 | 1205 | -- | -- |
152.66 | 0.577 | 3.31 | -- | -- | -- | -- | -- | 0.256 | -- | -- | -- | -- | -- |
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 | 96.17 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 9 |
2 | 97.19 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 1 |
16 | 97.45 | temperature | 20 | 720 | > th | dose dependent | rect. | 17 | 14 |
35 | 98.13 | radiation | 10 | 14400 | > th | dose independent | rect. | 5 | 1 |
48 | 98.13 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 7 |
49 | 98.21 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 2 |
76 | 98.72 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 10 |
108 | 99.24 | temperature | 20 | 720 | > th | dose dependent | sin | 13 | NA |
118 | 99.50 | humidity | 70 | 720 | < th | dose dependent | rect. | 19 | 12 |
120 | 99.51 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 10 |
123 | 99.57 | humidity | 70 | 720 | < th | dose dependent | rect. | 19 | 1 |
149 | 99.83 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 14 |
155 | 99.96 | wind | 5 | 43200 | > th | dose independent | rect. | 20 | 21 |
157 | 99.98 | wind | 5 | 43200 | < th | dose independent | rect. | 20 | 20 |
164 | 100.02 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 2 |
166 | 100.02 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 7 |
171 | 100.04 | temperature | 30 | 1440 | < th | dose independent | sin | 13 | NA |
176 | 100.06 | wind | 5 | 43200 | > th | dose independent | rect. | 24 | 16 |
192 | 100.08 | wind | 5 | 43200 | > th | dose independent | rect. | 2 | 14 |
197 | 100.10 | wind | 5 | 43200 | < th | dose independent | rect. | 23 | 17 |
199 | 100.11 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
203 | 100.12 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 7 |
210 | 100.17 | wind | 5 | 43200 | < th | dose independent | rect. | 7 | 8 |
211 | 100.17 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 9 |
218 | 100.19 | wind | 5 | 43200 | < th | dose independent | rect. | 2 | 14 |
220 | 100.20 | temperature | 30 | 1440 | > th | dose independent | sin | 13 | NA |
222 | 100.20 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
251 | 100.29 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 16 |
255 | 100.30 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 1 |
256 | 100.30 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 5 |
265 | 100.32 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 9 |
271 | 100.33 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 4 |
329 | 100.42 | temperature | 20 | 90 | > th | dose dependent | rect. | 3 | 4 |
354 | 100.51 | humidity | 50 | 1440 | < th | dose dependent | rect. | 16 | 1 |
373 | 100.60 | wind | 5 | 43200 | > th | dose independent | sin | 3 | NA |
399 | 100.69 | wind | 5 | 43200 | < th | dose independent | sin | 3 | NA |
457 | 100.78 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 1 |
482 | 100.83 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 1 |
501 | 100.86 | temperature | 30 | 1440 | < th | dose independent | rect. | 12 | 19 |
508 | 100.87 | temperature | 30 | 1440 | < th | dose independent | rect. | 12 | 7 |
513 | 100.87 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 22 |
516 | 100.88 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
519 | 100.88 | temperature | 30 | 1440 | < th | dose independent | rect. | 12 | 12 |
520 | 100.88 | temperature | 30 | 1440 | < th | dose independent | rect. | 12 | 16 |
529 | 100.88 | wind | 5 | 43200 | > th | dose dependent | rect. | 20 | 20 |
534 | 100.89 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 15 |
536 | 100.89 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 19 |
541 | 100.89 | wind | 5 | 43200 | > th | dose dependent | rect. | 24 | 16 |
574 | 100.91 | wind | 5 | 43200 | > th | dose dependent | rect. | 2 | 14 |
642 | 100.96 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 1 |
678 | 100.99 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 5 |
722 | 101.07 | temperature | 10 | 720 | > th | dose dependent | rect. | 13 | 17 |
751 | 101.11 | wind | 5 | 43200 | > th | dose dependent | rect. | 7 | 8 |
774 | 101.16 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 12 |
789 | 101.19 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 3 |
813 | 101.21 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 17 |
815 | 101.21 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 23 |
830 | 101.22 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 22 |
874 | 101.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 20 |
879 | 101.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 23 |
905 | 101.26 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
919 | 101.26 | temperature | 30 | 1440 | < th | dose independent | rect. | 5 | 23 |
982 | 101.31 | temperature | 25 | 1440 | > th | dose dependent | rect. | 5 | 19 |