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Os06g0602700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Plastidial ADP-glucose transporter.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51.5 | 0.337 | 12.7 | -0.407 | 0.554 | -0.668 | 0.993 | 0.851 | -0.192 | 21.5 | 0.3638 | 42 | -- | -- |
52.59 | 0.338 | 12.7 | -0.448 | 0.568 | -0.695 | 0.121 | -- | -0.202 | 21.2 | 0.14 | 48 | -- | -- |
53.32 | 0.34 | 12.7 | -0.319 | 0.576 | -0.676 | -- | 0.385 | -0.241 | 21.4 | 0.1495 | 44 | -- | -- |
52.62 | 0.338 | 12.7 | -0.446 | 0.552 | -0.692 | -- | -- | -0.2 | 21.3 | 0.14 | 48 | -- | -- |
62.83 | 0.371 | 12.7 | -0.429 | -- | -0.941 | -- | 0.273 | -0.207 | -- | 0.2149 | 59 | -- | -- |
61.05 | 0.366 | 12.7 | -0.506 | 1.27 | -- | -0.095 | -- | -0.21 | 22.9 | -- | -- | -- | -- |
61.09 | 0.366 | 12.7 | -0.502 | 1.28 | -- | -- | -- | -0.21 | 22.9 | -- | -- | -- | -- |
62.9 | 0.369 | 12.7 | -0.443 | -- | -0.996 | -- | -- | -0.227 | -- | 0.19 | 56 | -- | -- |
57.67 | 0.354 | 12.7 | -- | 0.597 | -0.665 | -- | -- | -0.15 | 21.3 | 0.1355 | 51 | -- | -- |
162.15 | 0.595 | 12.7 | -0.474 | -- | -- | -- | -- | -0.201 | -- | -- | -- | -- | -- |
67.73 | 0.385 | 12.7 | -- | 1.27 | -- | -- | -- | -0.154 | 22.9 | -- | -- | -- | -- |
66.57 | 0.38 | 12.7 | -- | -- | -1.01 | -- | -- | -0.19 | -- | 0.19 | 43 | -- | -- |
168.09 | 0.605 | 12.7 | -- | -- | -- | -- | -- | -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 | 45.33 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 22 |
2 | 45.45 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 20 |
10 | 46.06 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 19 | 10 |
13 | 46.32 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 22 | 7 |
15 | 46.43 | temperature | 20.0 | 30 | > th | dose independent | rect. | 18 | 11 |
17 | 46.47 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 24 | 5 |
28 | 46.83 | temperature | 20.0 | 30 | > th | dose independent | rect. | 9 | 20 |
33 | 46.94 | temperature | 20.0 | 10 | > th | dose independent | rect. | 22 | 7 |
36 | 46.98 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 5 |
58 | 47.54 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 15 |
62 | 47.62 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 13 |
66 | 47.67 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 23 | 3 |
107 | 48.36 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 19 |
135 | 48.83 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 17 | 14 |
154 | 49.04 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 13 |
170 | 49.30 | temperature | 25.0 | 270 | < th | dose independent | sin | 10 | NA |
181 | 49.41 | temperature | 20.0 | 10 | > th | dose independent | rect. | 2 | 3 |
190 | 49.47 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 3 |
195 | 49.49 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 5 | 21 |
196 | 49.49 | radiation | 1.0 | 30 | < th | dose dependent | sin | 9 | NA |
199 | 49.53 | radiation | 1.0 | 30 | < th | dose independent | sin | 10 | NA |
205 | 49.56 | temperature | 20.0 | 30 | > th | dose independent | rect. | 11 | 18 |
224 | 49.65 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 13 |
231 | 49.69 | wind | 9.0 | 30 | < th | dose dependent | rect. | 18 | 11 |
236 | 49.72 | radiation | 30.0 | 30 | < th | dose independent | rect. | 5 | 6 |
269 | 49.98 | temperature | 25.0 | 270 | > th | dose independent | sin | 11 | NA |
270 | 49.99 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 4 |
292 | 50.13 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
300 | 50.17 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
303 | 50.18 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 3 |
324 | 50.26 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 3 | 12 |
325 | 50.26 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 20 |
326 | 50.26 | wind | 9.0 | 30 | < th | dose dependent | rect. | 16 | 13 |
340 | 50.40 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 5 | 2 |
377 | 50.52 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 5 | 19 |
382 | 50.55 | radiation | 1.0 | 30 | > th | dose independent | sin | 10 | NA |
386 | 50.56 | radiation | 10.0 | 720 | < th | dose independent | rect. | 17 | 2 |
393 | 50.57 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 22 |
435 | 50.69 | humidity | 80.0 | 30 | > th | dose independent | rect. | 5 | 5 |
451 | 50.73 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 18 | 12 |
462 | 50.76 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
464 | 50.77 | temperature | 25.0 | 720 | > th | dose independent | rect. | 17 | 2 |
491 | 50.81 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 11 | 18 |
493 | 50.82 | radiation | 1.0 | 30 | < th | dose independent | rect. | 18 | 12 |
508 | 50.84 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 9 | 20 |
514 | 50.86 | humidity | 80.0 | 10 | > th | dose independent | rect. | 24 | 5 |
539 | 50.92 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 18 | 11 |
542 | 50.93 | wind | 7.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
546 | 50.94 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 22 |
550 | 50.95 | wind | 5.0 | 90 | < th | dose independent | rect. | 5 | 2 |
553 | 50.95 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 4 |
555 | 50.95 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 5 | 6 |
558 | 50.96 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 20 |
572 | 51.00 | wind | 5.0 | 30 | < th | dose independent | rect. | 5 | 4 |
573 | 51.00 | temperature | 30.0 | 30 | < th | dose independent | rect. | 18 | 11 |
581 | 51.01 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 16 | 14 |
583 | 51.02 | wind | 9.0 | 30 | < th | dose dependent | rect. | 5 | 4 |
592 | 51.03 | temperature | 20.0 | 270 | > th | dose dependent | sin | 11 | NA |
607 | 51.06 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
611 | 51.07 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 2 |
613 | 51.07 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 2 |
631 | 51.11 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 4 |
632 | 51.11 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 4 |
635 | 51.12 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 2 |
641 | 51.13 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 2 |
643 | 51.13 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 2 |
644 | 51.13 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 2 |
646 | 51.13 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 2 |
647 | 51.13 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 2 |
652 | 51.13 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 4 |
654 | 51.13 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 4 |
655 | 51.13 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 4 |
657 | 51.13 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 4 |
659 | 51.13 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 4 |
662 | 51.13 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 20 |
663 | 51.13 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 22 |
681 | 51.17 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 18 | 11 |
686 | 51.18 | humidity | 60.0 | 30 | > th | dose independent | rect. | 18 | 11 |
693 | 51.20 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 2 |
707 | 51.25 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 20 |
709 | 51.25 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 20 |
712 | 51.26 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
739 | 51.30 | temperature | 10.0 | 270 | > th | dose dependent | sin | 11 | NA |
763 | 51.34 | radiation | 1.0 | 10 | < th | dose independent | rect. | 24 | 6 |
773 | 51.35 | radiation | 40.0 | 10 | < th | dose independent | rect. | 5 | 19 |
783 | 51.37 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 4 |
786 | 51.38 | radiation | 10.0 | 720 | < th | dose independent | rect. | 17 | 10 |
814 | 51.42 | wind | 3.0 | 30 | < th | dose independent | rect. | 24 | 5 |
822 | 51.43 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 24 | 5 |
839 | 51.46 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 6 |
858 | 51.47 | temperature | 30.0 | 270 | < th | dose dependent | sin | 11 | NA |
871 | 51.50 | wind | 7.0 | 30 | < th | dose independent | rect. | 18 | 11 |
872 | 51.50 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 5 | 2 |
978 | 51.60 | temperature | 25.0 | 270 | > th | dose independent | rect. | 18 | 16 |
988 | 51.61 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 4 |