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Os03g0360200 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
281.4 | 0.788 | 4.68 | 1.06 | 0.844 | 2.76 | 0.643 | 5.93 | 0.0397 | 2.67 | 23.87 | 3526 | -- | -- |
299.45 | 0.806 | 4.52 | 1.78 | 1.03 | 2.03 | 0.464 | -- | 0.144 | 2.86 | 34.6 | 1213 | -- | -- |
282.58 | 0.783 | 4.68 | 1.04 | 0.831 | 2.74 | -- | 5.87 | 0.0237 | 2.84 | 23.9 | 3363 | -- | -- |
300.19 | 0.807 | 4.52 | 1.83 | 1.03 | 2.12 | -- | -- | 0.149 | 2.36 | 38.19 | 1099 | -- | -- |
321.1 | 0.835 | 4.68 | 1.02 | -- | 2.68 | -- | 5.93 | 0.0354 | -- | 23.77 | 3288 | -- | -- |
368.23 | 0.9 | 4.6 | 1.23 | 0.778 | -- | 0.539 | -- | -0.212 | 3.08 | -- | -- | -- | -- |
369.18 | 0.9 | 4.6 | 1.21 | 0.781 | -- | -- | -- | -0.215 | 3.15 | -- | -- | -- | -- |
314.16 | 0.826 | 4.52 | 1.73 | -- | 2.49 | -- | -- | 0.132 | -- | 40.73 | 143 | -- | -- |
377.33 | 0.905 | 4.59 | -- | 0.962 | 1.32 | -- | -- | -0.167 | 2.6 | 80.32 | 1088 | -- | -- |
403.95 | 0.939 | 4.6 | 1.25 | -- | -- | -- | -- | -0.194 | -- | -- | -- | -- | -- |
408.03 | 0.945 | 4.63 | -- | 0.805 | -- | -- | -- | -0.35 | 3.15 | -- | -- | -- | -- |
388.35 | 0.918 | 4.58 | -- | -- | 1.92 | -- | -- | -0.123 | -- | 55.87 | 139 | -- | -- |
445 | 0.985 | 4.63 | -- | -- | -- | -- | -- | -0.333 | -- | -- | -- | -- | -- |
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 | 266.58 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 11 | 7 |
6 | 267.14 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 2 |
7 | 267.17 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
8 | 267.36 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 11 | 13 |
9 | 267.37 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 11 | 11 |
11 | 267.37 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 11 | 15 |
18 | 267.40 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
43 | 267.60 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 14 | 4 |
55 | 267.64 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 11 | 7 |
94 | 268.01 | radiation | 1.0 | 43200 | < th | dose independent | sin | 19 | NA |
148 | 268.52 | radiation | 1.0 | 43200 | > th | dose independent | sin | 19 | NA |
191 | 269.28 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 2 |
194 | 269.47 | wind | 1.0 | 14400 | < th | dose independent | rect. | 10 | 3 |
196 | 269.53 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 7 |
198 | 269.57 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 1 | 2 |
227 | 270.01 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 1 |
228 | 270.01 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 1 |
253 | 270.25 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 11 | 12 |
259 | 270.28 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 1 |
260 | 270.28 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 1 |
262 | 270.29 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 7 |
263 | 270.31 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 7 |
264 | 270.31 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 7 |
292 | 270.45 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 5 |
317 | 270.66 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 21 | 3 |
333 | 270.82 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 2 | 1 |
359 | 270.89 | radiation | 1.0 | 43200 | < th | dose dependent | sin | 19 | NA |
362 | 270.91 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 21 | 3 |
364 | 270.91 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 21 | 3 |
375 | 270.98 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 5 |
499 | 271.84 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 1 | 21 |
510 | 271.85 | radiation | 1.0 | 43200 | < th | dose independent | no | NA | NA |
522 | 271.85 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 21 | 22 |
549 | 271.96 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 23 | 4 |
573 | 272.09 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 16 | 23 |
575 | 272.10 | radiation | 1.0 | 43200 | > th | dose independent | no | NA | NA |
626 | 272.12 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 21 | 12 |
628 | 272.13 | wind | 1.0 | 14400 | > th | dose independent | rect. | 11 | 2 |
645 | 272.18 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 5 | 2 |
670 | 272.28 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 23 | 7 |
679 | 272.33 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 16 | 23 |
695 | 272.46 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 1 | 6 |
852 | 273.19 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 18 |
854 | 273.20 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 14 |
940 | 273.51 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
962 | 273.54 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 22 |
967 | 273.55 | radiation | 1.0 | 43200 | < th | dose dependent | no | NA | NA |
988 | 273.61 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 10 | 3 |
995 | 273.66 | wind | 1.0 | 14400 | > th | dose independent | rect. | 6 | 20 |
998 | 273.67 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 18 |