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Os02g0178000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to SNF1 related protein kinase-like 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
68.61 | 0.389 | 11 | -0.507 | 0.875 | -1.19 | 0.618 | 0.562 | -0.122 | 7.92 | 0.65 | 96 | -- | -- |
69.59 | 0.389 | 11 | -0.502 | 0.877 | -1.23 | 0.287 | -- | -0.125 | 7.63 | 0.55 | 97 | -- | -- |
69.15 | 0.387 | 11 | -0.49 | 0.896 | -1.16 | -- | 0.336 | -0.114 | 7.97 | 0.543 | 97 | -- | -- |
69.74 | 0.389 | 11 | -0.487 | 0.896 | -1.18 | -- | -- | -0.118 | 7.93 | 0.5455 | 97 | -- | -- |
102 | 0.473 | 11 | -0.511 | -- | -1.36 | -- | 0.467 | -0.0545 | -- | 0.79 | 90 | -- | -- |
89.51 | 0.444 | 10.9 | -0.41 | 1.88 | -- | -0.224 | -- | -0.0217 | 10.8 | -- | -- | -- | -- |
89.72 | 0.444 | 10.9 | -0.419 | 1.89 | -- | -- | -- | -0.0224 | 10.8 | -- | -- | -- | -- |
103.43 | 0.476 | 11 | -0.505 | -- | -1.35 | -- | -- | -0.0518 | -- | 0.79 | 90 | -- | -- |
76.03 | 0.406 | 11 | -- | 0.925 | -1.1 | -- | -- | -0.0755 | 8.31 | 0.54 | 97 | -- | -- |
310.05 | 0.823 | 11 | -0.458 | -- | -- | -- | -- | -0.0343 | -- | -- | -- | -- | -- |
94.35 | 0.454 | 10.9 | -- | 1.89 | -- | -- | -- | 0.0242 | 10.8 | -- | -- | -- | -- |
103.91 | 0.475 | 11 | -- | -- | -1.41 | -- | -- | -0.0495 | -- | 0.79 | 60 | -- | -- |
315.58 | 0.829 | 11 | -- | -- | -- | -- | -- | 0.0165 | -- | -- | -- | -- | -- |
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 | 67.90 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 15 | 19 |
6 | 67.99 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 17 |
7 | 68.00 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 15 |
35 | 68.52 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 14 |
36 | 68.58 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 17 |
51 | 68.78 | radiation | 1.0 | 90 | < th | dose dependent | no | NA | NA |
54 | 68.78 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 9 | 23 |
56 | 68.80 | radiation | 1.0 | 90 | < th | dose independent | rect. | 15 | 16 |
57 | 68.80 | radiation | 1.0 | 90 | < th | dose independent | rect. | 15 | 19 |
73 | 68.93 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 23 |
105 | 69.55 | radiation | 1.0 | 90 | < th | dose independent | no | NA | NA |
107 | 69.55 | radiation | 1.0 | 90 | < th | dose independent | rect. | 9 | 23 |
108 | 69.56 | radiation | 1.0 | 90 | > th | dose independent | no | NA | NA |
109 | 69.56 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 15 |
165 | 69.71 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 22 |
166 | 69.71 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 22 |
187 | 70.03 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 18 |
188 | 70.03 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 18 |
192 | 70.39 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 23 |
193 | 70.43 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 19 |
194 | 70.43 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 19 |
210 | 70.69 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 14 |
212 | 70.69 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 14 |
219 | 70.99 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 10 |
220 | 70.99 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 10 |
233 | 71.13 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 11 |
234 | 71.15 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 14 |
235 | 71.15 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 14 |
243 | 71.51 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 22 |
244 | 71.51 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 22 |
245 | 71.56 | radiation | 1.0 | 90 | < th | dose independent | sin | 13 | NA |
247 | 71.76 | radiation | 1.0 | 90 | < th | dose independent | rect. | 5 | 23 |
249 | 71.86 | radiation | 1.0 | 90 | > th | dose independent | sin | 13 | NA |
255 | 72.23 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
260 | 72.38 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 16 | 3 |
268 | 72.48 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 15 | 5 |
269 | 72.49 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 19 |
276 | 72.59 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 18 | 11 |
283 | 72.83 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 3 |
293 | 72.96 | radiation | 1.0 | 90 | < th | dose dependent | sin | 13 | NA |
296 | 73.05 | radiation | 1.0 | 90 | > th | dose independent | rect. | 13 | 23 |
306 | 73.20 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 15 | 13 |
326 | 73.42 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 19 | 2 |
331 | 73.48 | radiation | 1.0 | 90 | > th | dose independent | rect. | 14 | 19 |
332 | 73.50 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 4 |
335 | 73.51 | temperature | 20.0 | 90 | > th | dose independent | rect. | 18 | 11 |
349 | 73.59 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 23 |
364 | 73.76 | temperature | 30.0 | 90 | < th | dose independent | rect. | 18 | 11 |
369 | 73.82 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 15 | 6 |
370 | 73.82 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 17 | 10 |
401 | 73.98 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 19 |
403 | 73.99 | radiation | 1.0 | 720 | < th | dose independent | rect. | 23 | 21 |
417 | 74.05 | humidity | 60.0 | 90 | > th | dose independent | rect. | 18 | 11 |
427 | 74.10 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 9 |
428 | 74.12 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 15 | 14 |
434 | 74.14 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 19 |
438 | 74.17 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 22 |
441 | 74.17 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 22 |
442 | 74.18 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 21 |
446 | 74.20 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 23 |
458 | 74.25 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 2 |
459 | 74.27 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 23 |
488 | 74.47 | humidity | 90.0 | 30 | < th | dose independent | rect. | 14 | 19 |
558 | 74.50 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 18 | 11 |
586 | 74.61 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 4 |
593 | 74.71 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 23 |
626 | 74.84 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 14 |
629 | 74.84 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 14 |
650 | 74.93 | wind | 7.0 | 720 | < th | dose independent | rect. | 21 | 10 |
653 | 74.95 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 18 | 12 |
654 | 74.95 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 23 |
664 | 75.01 | radiation | 1.0 | 90 | > th | dose independent | rect. | 9 | 23 |
672 | 75.04 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 6 |
674 | 75.04 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 6 |
686 | 75.13 | radiation | 1.0 | 720 | < th | dose independent | rect. | 16 | 12 |
698 | 75.20 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 13 |
699 | 75.20 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 13 |
708 | 75.23 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 6 |
709 | 75.23 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 11 |
712 | 75.23 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 6 |
776 | 75.56 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 10 |
777 | 75.56 | wind | 7.0 | 720 | < th | dose independent | rect. | 19 | 14 |
778 | 75.56 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 10 |
788 | 75.62 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 23 |
875 | 76.03 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 13 |
877 | 76.04 | temperature | 10.0 | 90 | > th | dose independent | rect. | 18 | 11 |
882 | 76.04 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 13 |
883 | 76.04 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 13 |
885 | 76.04 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 17 | 8 |
911 | 76.18 | wind | 7.0 | 720 | < th | dose independent | rect. | 21 | 2 |
918 | 76.21 | wind | 9.0 | 90 | < th | dose independent | rect. | 18 | 11 |
920 | 76.22 | wind | 7.0 | 720 | < th | dose independent | rect. | 20 | 5 |
921 | 76.22 | humidity | 50.0 | 720 | > th | dose independent | rect. | 17 | 18 |
946 | 76.24 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 9 | 19 |
952 | 76.27 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 14 |
984 | 76.37 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 8 |
992 | 76.39 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 5 |