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Os03g0724700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Maf-like protein 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
134.45 | 0.545 | 7.69 | -1.64 | 0.458 | 0.922 | 1.8 | -4.3 | -0.531 | 9.87 | 25.26 | 1442 | -- | -- |
139.08 | 0.549 | 7.59 | -0.595 | 0.449 | 0.688 | 1.9 | -- | -0.443 | 9.91 | 20.68 | 8879 | -- | -- |
146.12 | 0.563 | 7.69 | -1.54 | 0.483 | 0.921 | -- | -4.37 | -0.53 | 8.71 | 25.05 | 1537 | -- | -- |
151.68 | 0.574 | 7.59 | -0.569 | 0.469 | 0.697 | -- | -- | -0.433 | 8.89 | 19.17 | 9066 | -- | -- |
158.88 | 0.587 | 7.71 | -1.49 | -- | 0.837 | -- | -3.89 | -0.568 | -- | 23.9 | 1452 | -- | -- |
152.12 | 0.578 | 7.53 | -0.24 | 0.433 | -- | 1.84 | -- | -0.171 | 9.8 | -- | -- | -- | -- |
164.19 | 0.6 | 7.53 | -0.175 | 0.453 | -- | -- | -- | -0.17 | 8.73 | -- | -- | -- | -- |
163.76 | 0.596 | 7.6 | -0.568 | -- | 0.687 | -- | -- | -0.42 | -- | 18.53 | 8788 | -- | -- |
155.78 | 0.581 | 7.55 | -- | 0.493 | 0.493 | -- | -- | -0.282 | 8.64 | 25.7 | 7551 | -- | -- |
175.79 | 0.62 | 7.54 | -0.174 | -- | -- | -- | -- | -0.167 | -- | -- | -- | -- | -- |
164.99 | 0.601 | 7.52 | -- | 0.452 | -- | -- | -- | -0.151 | 8.76 | -- | -- | -- | -- |
167.59 | 0.603 | 7.56 | -- | -- | 0.436 | -- | -- | -0.253 | -- | 25.8 | 7362 | -- | -- |
176.59 | 0.62 | 7.54 | -- | -- | -- | -- | -- | -0.148 | -- | -- | -- | -- | -- |
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 | 127.23 | radiation | 1 | 14400 | < th | dose dependent | rect. | 20 | 9 |
8 | 130.92 | radiation | 1 | 14400 | < th | dose dependent | rect. | 3 | 2 |
11 | 131.10 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 6 |
14 | 131.35 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 1 |
32 | 131.70 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 1 |
49 | 132.13 | temperature | 25 | 1440 | > th | dose independent | rect. | 18 | 4 |
51 | 132.15 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
61 | 132.19 | temperature | 25 | 1440 | < th | dose independent | rect. | 18 | 4 |
65 | 132.28 | radiation | 1 | 14400 | > th | dose independent | rect. | 7 | 8 |
68 | 132.32 | radiation | 1 | 14400 | < th | dose independent | rect. | 7 | 8 |
74 | 132.38 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 19 |
92 | 132.57 | temperature | 25 | 1440 | > th | dose dependent | sin | 17 | NA |
144 | 133.03 | radiation | 1 | 14400 | < th | dose dependent | rect. | 7 | 8 |
175 | 133.42 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 3 |
205 | 133.72 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 8 |
207 | 133.73 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 1 |
217 | 133.81 | temperature | 25 | 1440 | > th | dose dependent | rect. | 5 | 16 |
218 | 133.82 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 1 |
223 | 133.84 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 4 |
226 | 133.84 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 8 |
229 | 133.85 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 10 |
248 | 133.91 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
260 | 133.94 | radiation | 1 | 14400 | < th | dose independent | rect. | 9 | 4 |
261 | 133.94 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 1 |
262 | 133.94 | temperature | 20 | 720 | > th | dose dependent | rect. | 20 | 15 |
281 | 134.05 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 1 |
295 | 134.12 | temperature | 20 | 720 | > th | dose dependent | rect. | 22 | 12 |
309 | 134.22 | radiation | 1 | 14400 | > th | dose independent | rect. | 9 | 4 |
370 | 134.51 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
373 | 134.51 | temperature | 20 | 720 | > th | dose dependent | rect. | 1 | 7 |
374 | 134.51 | temperature | 20 | 720 | > th | dose dependent | rect. | 23 | 10 |
411 | 134.75 | temperature | 20 | 720 | > th | dose dependent | sin | 8 | NA |
419 | 134.84 | temperature | 25 | 4320 | > th | dose independent | rect. | 10 | 2 |
424 | 134.88 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 23 |
431 | 134.96 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 1 |
460 | 135.14 | temperature | 20 | 720 | < th | dose independent | rect. | 4 | 3 |
462 | 135.15 | wind | 1 | 43200 | > th | dose independent | rect. | 19 | 1 |
472 | 135.24 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 11 | 3 |
474 | 135.24 | radiation | 1 | 14400 | < th | dose dependent | rect. | 7 | 22 |
478 | 135.27 | temperature | 25 | 4320 | < th | dose independent | rect. | 10 | 2 |
486 | 135.35 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 2 |
492 | 135.38 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 22 |
496 | 135.40 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 11 | 1 |
498 | 135.41 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 13 | 1 |
502 | 135.44 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 11 | 3 |
516 | 135.53 | radiation | 1 | 14400 | < th | dose dependent | rect. | 7 | 19 |
529 | 135.58 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 4 |
538 | 135.60 | radiation | 1 | 14400 | < th | dose dependent | rect. | 7 | 14 |
554 | 135.64 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 22 |
582 | 135.76 | radiation | 10 | 1440 | < th | dose independent | rect. | 17 | 1 |
590 | 135.80 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 6 |
617 | 135.89 | radiation | 1 | 14400 | < th | dose dependent | rect. | 9 | 4 |
628 | 135.94 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 10 | 7 |
638 | 135.97 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 1 |
641 | 135.97 | temperature | 30 | 720 | < th | dose dependent | sin | 6 | NA |
650 | 136.00 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 7 |
656 | 136.01 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 1 |
658 | 136.01 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 5 |
666 | 136.02 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 19 |
683 | 136.05 | radiation | 1 | 43200 | < th | dose independent | rect. | 13 | 1 |
687 | 136.05 | radiation | 1 | 43200 | < th | dose dependent | rect. | 13 | 1 |
688 | 136.06 | radiation | 1 | 43200 | > th | dose independent | rect. | 13 | 1 |
700 | 136.08 | temperature | 25 | 1440 | > th | dose independent | rect. | 9 | 14 |
705 | 136.09 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 11 | 13 |
711 | 136.10 | humidity | 90 | 43200 | > th | dose dependent | rect. | 23 | 1 |
718 | 136.11 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 16 | 8 |
720 | 136.11 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 9 |
769 | 136.19 | radiation | 40 | 43200 | < th | dose independent | rect. | 14 | 2 |
770 | 136.19 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 18 | 6 |
778 | 136.20 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 8 |
783 | 136.20 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 16 |
788 | 136.21 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 4 |
856 | 136.27 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 10 | 7 |
859 | 136.27 | radiation | 1 | 14400 | < th | dose dependent | sin | 20 | NA |
862 | 136.28 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
874 | 136.29 | temperature | 30 | 720 | < th | dose dependent | rect. | 2 | 11 |
878 | 136.30 | radiation | 10 | 1440 | < th | dose independent | rect. | 17 | 12 |
891 | 136.31 | radiation | 40 | 43200 | < th | dose dependent | rect. | 20 | 9 |
893 | 136.31 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 14 |
898 | 136.32 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 10 | 13 |
903 | 136.33 | atmosphere | 1005 | 43200 | < th | dose independent | sin | 16 | NA |
926 | 136.35 | temperature | 25 | 4320 | > th | dose independent | rect. | 5 | 8 |
928 | 136.35 | temperature | 25 | 4320 | < th | dose independent | rect. | 5 | 8 |
969 | 136.40 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 11 | 16 |