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Os01g0956300 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
185.72 | 0.64 | 5.66 | 0.557 | 0.887 | -0.972 | -0.198 | -3.27 | -0.0728 | 11.2 | 17.73 | 3 | -- | -- |
192.46 | 0.651 | 5.59 | 1.1 | 0.906 | -1.05 | -0.992 | -- | 0.0792 | 11.4 | 21 | 16 | -- | -- |
185.82 | 0.635 | 5.66 | 0.514 | 0.887 | -0.953 | -- | -3.44 | -0.0833 | 11.3 | 17.97 | 3 | -- | -- |
196.67 | 0.657 | 5.59 | 1.06 | 0.917 | -1.07 | -- | -- | 0.0784 | 11.4 | 21 | 16 | -- | -- |
225.65 | 0.7 | 5.71 | 0.368 | -- | -0.297 | -- | -3.51 | -0.196 | -- | 18.02 | 6 | -- | -- |
210.63 | 0.68 | 5.63 | 0.885 | 0.685 | -- | -1.01 | -- | -0.0978 | 10.1 | -- | -- | -- | -- |
214.45 | 0.686 | 5.64 | 0.843 | 0.698 | -- | -- | -- | -0.102 | 9.72 | -- | -- | -- | -- |
216.83 | 0.686 | 5.56 | 0.98 | -- | -1.15 | -- | -- | 0.216 | -- | 23.14 | 831 | -- | -- |
224.44 | 0.702 | 5.63 | -- | 0.823 | -0.725 | -- | -- | -0.0903 | 10.9 | 21 | 16 | -- | -- |
243.41 | 0.729 | 5.65 | 0.836 | -- | -- | -- | -- | -0.101 | -- | -- | -- | -- | -- |
233.17 | 0.714 | 5.66 | -- | 0.696 | -- | -- | -- | -0.196 | 9.63 | -- | -- | -- | -- |
242.15 | 0.725 | 5.66 | -- | -- | -0.808 | -- | -- | -0.136 | -- | 24.5 | 842 | -- | -- |
261.86 | 0.755 | 5.68 | -- | -- | -- | -- | -- | -0.194 | -- | -- | -- | -- | -- |
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 | 178.09 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
8 | 182.10 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 9 | 20 |
22 | 183.92 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 23 |
30 | 184.56 | wind | 5.0 | 30 | < th | dose independent | rect. | 13 | 16 |
33 | 184.65 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
40 | 185.35 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
55 | 186.01 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 19 | 22 |
63 | 186.23 | temperature | 15.0 | 10 | > th | dose dependent | no | NA | NA |
71 | 186.44 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
72 | 186.46 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 22 |
74 | 186.50 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 5 |
79 | 186.68 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 15 | 23 |
82 | 186.80 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 7 | 9 |
85 | 186.86 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 15 | 23 |
90 | 186.92 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 18 | 22 |
93 | 186.94 | wind | 5.0 | 30 | < th | dose independent | rect. | 15 | 14 |
95 | 186.94 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 20 | 20 |
107 | 187.00 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
112 | 187.06 | radiation | 20.0 | 1440 | < th | dose independent | sin | 22 | NA |
117 | 187.13 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 7 | 14 |
122 | 187.14 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 10 |
123 | 187.14 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 7 | 12 |
124 | 187.14 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 12 |
126 | 187.14 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 14 |
134 | 187.15 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 21 | 17 |
136 | 187.16 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 8 |
169 | 187.24 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
210 | 187.29 | radiation | 20.0 | 1440 | < th | dose independent | no | NA | NA |
252 | 187.35 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 22 |
265 | 187.40 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 1 | 23 |
281 | 187.43 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 16 | 2 |
320 | 187.77 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 8 |
331 | 187.83 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 6 |
332 | 187.83 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 23 |
337 | 187.85 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 23 | 23 |
338 | 187.86 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 15 | 23 |
373 | 187.96 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
374 | 187.96 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
383 | 188.00 | temperature | 30.0 | 30 | < th | dose dependent | no | NA | NA |
386 | 188.01 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
415 | 188.09 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 17 | 16 |
417 | 188.09 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
424 | 188.11 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 21 | 23 |
429 | 188.15 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 11 | 22 |
440 | 188.18 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
447 | 188.20 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 8 |
461 | 188.24 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 9 | 23 |
468 | 188.28 | radiation | 30.0 | 1440 | < th | dose dependent | sin | 0 | NA |
477 | 188.31 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 4 |
484 | 188.33 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 11 | 2 |
496 | 188.35 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 20 | 20 |
508 | 188.37 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 24 | 16 |
512 | 188.37 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 7 | 23 |
518 | 188.38 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 11 | 23 |
521 | 188.39 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 17 |
522 | 188.39 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 1 | 23 |
526 | 188.40 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 13 |
533 | 188.41 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 24 | 17 |
548 | 188.44 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 5 |
554 | 188.45 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 15 | 1 |
564 | 188.47 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 4 | 3 |
568 | 188.48 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 7 |
589 | 188.50 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 5 |
591 | 188.51 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 6 |
659 | 188.59 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 12 |
670 | 188.62 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 8 |
679 | 188.63 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 7 | 10 |
717 | 188.67 | radiation | 20.0 | 1440 | > th | dose independent | sin | 23 | NA |
719 | 188.67 | radiation | 20.0 | 1440 | > th | dose independent | no | NA | NA |
840 | 188.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 8 |
852 | 188.71 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 16 | 14 |
876 | 188.74 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 6 | 8 |
877 | 188.74 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 5 |
888 | 188.76 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 13 |
910 | 188.78 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 11 | 23 |
911 | 188.79 | wind | 9.0 | 43200 | > th | dose independent | rect. | 16 | 6 |
918 | 188.80 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 2 |
962 | 188.83 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 15 | 23 |
963 | 188.84 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 2 |