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Os03g0123600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function Cys-rich family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34.43 | 0.276 | 12.5 | 0.0596 | 0.713 | -1.08 | 0.25 | -0.14 | 0.258 | 4.22 | 23.57 | 4448 | -- | -- |
34.45 | 0.273 | 12.5 | 0.0396 | 0.715 | -1.05 | 0.251 | -- | 0.256 | 4.22 | 23.54 | 4424 | -- | -- |
34.59 | 0.274 | 12.5 | 0.0526 | 0.715 | -1.09 | -- | -0.175 | 0.259 | 4.22 | 23.33 | 4433 | -- | -- |
34.63 | 0.274 | 12.5 | 0.0423 | 0.715 | -1.04 | -- | -- | 0.255 | 4.22 | 23.63 | 4441 | -- | -- |
59.91 | 0.361 | 12.6 | -0.0423 | -- | -1.03 | -- | 0.816 | 0.277 | -- | 36.68 | 4052 | -- | -- |
51.15 | 0.335 | 12.5 | 0.589 | 0.738 | -- | 0.2 | -- | 0.521 | 4.2 | -- | -- | -- | -- |
51.26 | 0.335 | 12.5 | 0.587 | 0.739 | -- | -- | -- | 0.52 | 4.2 | -- | -- | -- | -- |
60.29 | 0.362 | 12.5 | 0.106 | -- | -1.06 | -- | -- | 0.284 | -- | 28.17 | 4047 | -- | -- |
34.65 | 0.274 | 12.5 | -- | 0.715 | -1.07 | -- | -- | 0.244 | 4.21 | 23.53 | 4449 | -- | -- |
80.84 | 0.42 | 12.5 | 0.617 | -- | -- | -- | -- | 0.539 | -- | -- | -- | -- | -- |
60.34 | 0.363 | 12.5 | -- | 0.751 | -- | -- | -- | 0.454 | 4.19 | -- | -- | -- | -- |
60.51 | 0.362 | 12.5 | -- | -- | -1.09 | -- | -- | 0.267 | -- | 27.93 | 4076 | -- | -- |
90.87 | 0.445 | 12.5 | -- | -- | -- | -- | -- | 0.471 | -- | -- | -- | -- | -- |
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 | 32.79 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 18 | 11 |
2 | 32.98 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 3 |
5 | 33.03 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
7 | 33.04 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
12 | 33.04 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 10 |
22 | 33.09 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 18 | 7 |
43 | 33.23 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 11 |
47 | 33.45 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 21 | 12 |
48 | 33.47 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 18 |
50 | 33.50 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 15 |
51 | 33.50 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 14 |
52 | 33.51 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 4 | 5 |
54 | 33.53 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 21 | 12 |
59 | 33.56 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
69 | 33.57 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
76 | 33.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 18 |
81 | 33.62 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 12 |
82 | 33.63 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
83 | 33.63 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 8 |
124 | 33.66 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 20 | 14 |
125 | 33.67 | radiation | 1.0 | 14400 | > th | dose independent | sin | 8 | NA |
127 | 33.68 | radiation | 1.0 | 14400 | < th | dose independent | sin | 8 | NA |
128 | 33.68 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
144 | 33.69 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 5 |
196 | 33.71 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 21 | 12 |
204 | 33.74 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
222 | 33.79 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 3 |
230 | 33.80 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
235 | 33.80 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 7 |
245 | 33.81 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 4 | 5 |
268 | 33.86 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 22 |
269 | 33.86 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 2 | 8 |
281 | 33.88 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
328 | 33.96 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 22 |
346 | 34.01 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
351 | 34.02 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 15 | 21 |
359 | 34.04 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
406 | 34.08 | radiation | 1.0 | 4320 | > th | dose dependent | rect. | 18 | 12 |
418 | 34.09 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 16 | 16 |
427 | 34.12 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 15 | 21 |
460 | 34.16 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 5 | 2 |
497 | 34.20 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 6 |
498 | 34.20 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 6 |
500 | 34.20 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 15 | 18 |
504 | 34.20 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 22 | 3 |
507 | 34.20 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 6 |
529 | 34.24 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 20 | 13 |
543 | 34.26 | temperature | 20.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
544 | 34.26 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 6 |
546 | 34.27 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
547 | 34.27 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
559 | 34.28 | radiation | 1.0 | 14400 | > th | dose independent | no | NA | NA |
641 | 34.30 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 20 | 12 |
665 | 34.31 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 20 | 16 |
670 | 34.32 | humidity | 50.0 | 43200 | > th | dose independent | sin | 8 | NA |
671 | 34.32 | atmosphere | 1015.0 | 43200 | < th | dose independent | sin | 10 | NA |
679 | 34.32 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 18 | 6 |
715 | 34.33 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 20 | 8 |
741 | 34.34 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 10 | 23 |
774 | 34.35 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 22 | 1 |
777 | 34.35 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 22 | 6 |
778 | 34.36 | humidity | 50.0 | 43200 | < th | dose independent | sin | 8 | NA |
800 | 34.36 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 8 | 23 |
805 | 34.37 | atmosphere | 1015.0 | 43200 | > th | dose independent | sin | 11 | NA |
810 | 34.37 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 18 | 6 |
827 | 34.37 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 22 | 1 |
834 | 34.38 | radiation | 1.0 | 14400 | < th | dose independent | no | NA | NA |
926 | 34.39 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 22 | 8 |
948 | 34.40 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 8 | 4 |