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Os02g0165800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
125.08 | 0.525 | 3 | 0.683 | 0.208 | 0.9 | 0.87 | 1.46 | 0.288 | 10.2 | 1.84 | 11397 | -- | -- |
128.23 | 0.527 | 2.99 | 0.943 | 0.211 | 0.867 | 0.876 | -- | 0.296 | 10.1 | 2.5 | 11313 | -- | -- |
127.59 | 0.526 | 2.99 | 0.659 | 0.192 | 0.886 | -- | 1.56 | 0.289 | 9.88 | 2.051 | 11313 | -- | -- |
131.24 | 0.534 | 2.96 | 1.01 | 0.196 | 0.826 | -- | -- | 0.348 | 9.46 | 2.5 | 11362 | -- | -- |
128.37 | 0.528 | 3 | 0.651 | -- | 0.986 | -- | 1.63 | 0.299 | -- | 2.14 | 11193 | -- | -- |
144.72 | 0.564 | 3.02 | 0.862 | 0.303 | -- | 1.02 | -- | 0.121 | 10.6 | -- | -- | -- | -- |
149.04 | 0.572 | 3.02 | 0.903 | 0.299 | -- | -- | -- | 0.123 | 10.4 | -- | -- | -- | -- |
130.94 | 0.533 | 2.96 | 1.07 | -- | 0.851 | -- | -- | 0.366 | -- | 2.549 | 14118 | -- | -- |
150.5 | 0.571 | 3 | -- | 0.203 | 0.818 | -- | -- | 0.268 | 9.43 | 6.99 | 15568 | -- | -- |
154.51 | 0.581 | 3.03 | 0.898 | -- | -- | -- | -- | 0.122 | -- | -- | -- | -- | -- |
170.53 | 0.611 | 3.05 | -- | 0.295 | -- | -- | -- | 0.0228 | 10.2 | -- | -- | -- | -- |
152.7 | 0.576 | 3 | -- | -- | 0.861 | -- | -- | 0.259 | -- | 6.93 | 15416 | -- | -- |
175.79 | 0.619 | 3.05 | -- | -- | -- | -- | -- | 0.0227 | -- | -- | -- | -- | -- |
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 | 123.93 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
2 | 123.95 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 23 | 2 |
4 | 124.05 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 16 |
6 | 124.13 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 19 |
18 | 124.42 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 15 | 15 |
23 | 124.45 | radiation | 10.0 | 14400 | < th | dose independent | sin | 14 | NA |
30 | 124.49 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 15 | 4 |
32 | 124.49 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 15 | 8 |
33 | 124.49 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 15 | 10 |
44 | 124.52 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 13 | 20 |
54 | 124.60 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 13 | 2 |
74 | 124.61 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 19 |
95 | 124.66 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 16 |
96 | 124.66 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 16 |
105 | 124.67 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 16 |
127 | 124.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 23 |
129 | 124.71 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 13 | 20 |
140 | 124.73 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 13 | 18 |
151 | 124.74 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 22 |
165 | 124.77 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 2 | NA |
174 | 124.79 | radiation | 40.0 | 14400 | > th | dose dependent | sin | 13 | NA |
187 | 124.82 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 13 | 12 |
198 | 124.83 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 13 | 6 |
207 | 124.84 | radiation | 40.0 | 14400 | < th | dose independent | sin | 13 | NA |
211 | 124.84 | precipitation | 0.1 | 43200 | > th | dose dependent | no | NA | NA |
224 | 124.86 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 16 |
225 | 124.86 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 16 |
233 | 124.87 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 16 |
239 | 124.87 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 23 |
256 | 124.89 | radiation | 20.0 | 14400 | < th | dose dependent | sin | 14 | NA |
257 | 124.90 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 17 | 14 |
279 | 124.92 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 16 | 15 |
303 | 124.94 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 12 | 2 |
304 | 124.94 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 15 | 2 |
314 | 124.95 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
358 | 124.99 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 13 | 4 |
359 | 124.99 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 13 | 5 |
416 | 125.01 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 12 | 2 |
417 | 125.01 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 21 | 9 |
420 | 125.01 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 19 |
424 | 125.01 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 19 |
435 | 125.02 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 19 |
439 | 125.02 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 10 | 17 |
469 | 125.05 | radiation | 10.0 | 14400 | > th | dose independent | sin | 15 | NA |
471 | 125.05 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 11 | NA |
478 | 125.06 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 6 |
479 | 125.06 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 6 |
485 | 125.06 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 21 | 4 |
492 | 125.06 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 6 |
534 | 125.08 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 8 |
543 | 125.08 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
567 | 125.09 | wind | 5.0 | 43200 | < th | dose independent | rect. | 24 | 13 |
575 | 125.09 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 13 | 17 |
580 | 125.10 | wind | 5.0 | 43200 | > th | dose independent | rect. | 24 | 13 |
596 | 125.11 | radiation | 1.0 | 14400 | > th | dose dependent | sin | 13 | NA |
620 | 125.12 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 13 | 6 |
649 | 125.13 | wind | 5.0 | 43200 | < th | dose independent | rect. | 5 | 4 |
657 | 125.13 | wind | 5.0 | 43200 | > th | dose independent | rect. | 3 | 9 |
674 | 125.13 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 15 |
689 | 125.14 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 14 | 5 |
715 | 125.15 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
722 | 125.15 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 13 |
733 | 125.16 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 19 |
734 | 125.16 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 19 |
765 | 125.16 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 19 |
767 | 125.17 | wind | 5.0 | 43200 | < th | dose independent | rect. | 3 | 9 |
793 | 125.18 | wind | 5.0 | 43200 | > th | dose independent | rect. | 7 | 5 |
825 | 125.19 | wind | 5.0 | 43200 | > th | dose independent | rect. | 5 | 4 |
855 | 125.20 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 17 | 1 |
876 | 125.22 | wind | 5.0 | 43200 | < th | dose independent | rect. | 7 | 5 |
892 | 125.23 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
953 | 125.25 | wind | 7.0 | 43200 | < th | dose dependent | rect. | 3 | 2 |