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Os03g0667300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Metal transport 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
138.25 | 0.552 | 5.07 | -0.577 | 0.639 | 0.431 | 0.403 | 0.572 | -0.0226 | 13.8 | 20.6 | 8 | -- | -- |
138.5 | 0.548 | 5.09 | -0.703 | 0.645 | 0.422 | 0.684 | -- | -0.0615 | 13.7 | 20.7 | 93 | -- | -- |
138.15 | 0.552 | 5.06 | -0.49 | 0.62 | 0.403 | -- | 0.752 | -0.0135 | 13.9 | 21 | 17 | -- | -- |
140.31 | 0.552 | 5.08 | -0.672 | 0.64 | 0.43 | -- | -- | -0.0569 | 13.7 | 20.8 | 129 | -- | -- |
158.3 | 0.586 | 5.06 | -0.538 | -- | 0.633 | -- | 0.82 | -0.0386 | -- | 20.9 | 41 | -- | -- |
146.42 | 0.567 | 5.06 | -0.587 | 0.74 | -- | 0.726 | -- | 0.0304 | 13.6 | -- | -- | -- | -- |
148.45 | 0.571 | 5.06 | -0.563 | 0.744 | -- | -- | -- | 0.0351 | 13.8 | -- | -- | -- | -- |
161.6 | 0.592 | 5.1 | -0.762 | -- | 0.64 | -- | -- | -0.12 | -- | 20.94 | 81 | -- | -- |
152.2 | 0.575 | 5.06 | -- | 0.675 | 0.349 | -- | -- | 0.0316 | 13.8 | 20.77 | 134 | -- | -- |
182.01 | 0.63 | 5.07 | -0.594 | -- | -- | -- | -- | 0.0182 | -- | -- | -- | -- | -- |
156.81 | 0.586 | 5.04 | -- | 0.754 | -- | -- | -- | 0.0978 | 13.8 | -- | -- | -- | -- |
176.35 | 0.619 | 5.07 | -- | -- | 0.537 | -- | -- | -0.0162 | -- | 20.91 | 79 | -- | -- |
191.3 | 0.646 | 5.05 | -- | -- | -- | -- | -- | 0.084 | -- | -- | -- | -- | -- |
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 | 132.44 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 22 | 8 |
4 | 133.65 | temperature | 20.0 | 10 | > th | dose independent | rect. | 21 | 16 |
7 | 133.92 | temperature | 20.0 | 10 | > th | dose independent | rect. | 19 | 18 |
10 | 134.06 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
12 | 134.15 | temperature | 20.0 | 270 | > th | dose independent | rect. | 16 | 10 |
14 | 134.20 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 13 |
15 | 134.26 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 9 |
21 | 134.51 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 13 |
31 | 134.76 | wind | 1.0 | 30 | < th | dose dependent | rect. | 22 | 4 |
46 | 134.97 | temperature | 20.0 | 10 | > th | dose independent | rect. | 19 | 8 |
54 | 135.10 | temperature | 20.0 | 90 | > th | dose independent | rect. | 17 | 20 |
64 | 135.26 | temperature | 20.0 | 10 | > th | dose independent | rect. | 8 | 19 |
86 | 135.53 | temperature | 20.0 | 10 | > th | dose independent | rect. | 17 | 10 |
90 | 135.57 | wind | 1.0 | 270 | < th | dose independent | rect. | 22 | 1 |
96 | 135.71 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 13 | 17 |
124 | 136.02 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
128 | 136.07 | wind | 1.0 | 270 | < th | dose dependent | rect. | 15 | 9 |
150 | 136.28 | wind | 1.0 | 270 | < th | dose dependent | rect. | 17 | 7 |
152 | 136.30 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 5 |
178 | 136.49 | temperature | 20.0 | 30 | > th | dose independent | rect. | 21 | 6 |
185 | 136.56 | temperature | 30.0 | 30 | < th | dose independent | rect. | 8 | 5 |
194 | 136.61 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 14 |
200 | 136.67 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 17 |
227 | 136.86 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 3 |
232 | 136.87 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 10 |
252 | 136.94 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
262 | 137.04 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
284 | 137.13 | temperature | 20.0 | 10 | > th | dose independent | sin | 6 | NA |
290 | 137.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 14 |
292 | 137.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 14 |
294 | 137.16 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 14 |
296 | 137.18 | temperature | 20.0 | 90 | > th | dose independent | sin | 6 | NA |
299 | 137.18 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 6 |
307 | 137.21 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 14 |
315 | 137.24 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 14 |
324 | 137.28 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 19 |
342 | 137.35 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 19 |
343 | 137.35 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 19 |
354 | 137.39 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 10 |
355 | 137.39 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 14 |
356 | 137.39 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 14 |
376 | 137.46 | temperature | 30.0 | 90 | < th | dose dependent | sin | 9 | NA |
395 | 137.54 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 19 | 8 |
405 | 137.57 | wind | 1.0 | 30 | < th | dose independent | rect. | 21 | 5 |
410 | 137.57 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 21 |
411 | 137.57 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 21 |
440 | 137.67 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 14 |
447 | 137.69 | wind | 9.0 | 90 | < th | dose dependent | rect. | 17 | 10 |
452 | 137.72 | temperature | 30.0 | 30 | < th | dose independent | rect. | 8 | 19 |
497 | 137.84 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 5 |
552 | 137.96 | radiation | 20.0 | 30 | < th | dose independent | sin | 4 | NA |
558 | 137.97 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 14 |
566 | 137.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
574 | 138.00 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 5 |
581 | 138.01 | temperature | 20.0 | 10 | < th | dose independent | rect. | 17 | 15 |
590 | 138.03 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 14 |
603 | 138.06 | temperature | 20.0 | 10 | > th | dose independent | rect. | 14 | 23 |
608 | 138.08 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 3 | 6 |
616 | 138.09 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 5 |
637 | 138.12 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 20 |
641 | 138.13 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 5 |
643 | 138.13 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 10 |
646 | 138.13 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 10 |
647 | 138.13 | wind | 1.0 | 270 | < th | dose dependent | rect. | 9 | 17 |
648 | 138.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 5 |
649 | 138.14 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 5 |
650 | 138.14 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 5 |
651 | 138.14 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 5 |
652 | 138.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 19 |
653 | 138.14 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 5 |
668 | 138.18 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 19 |
677 | 138.19 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 16 | 10 |
679 | 138.20 | temperature | 20.0 | 10 | < th | dose independent | sin | 8 | NA |
687 | 138.20 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 16 |
700 | 138.23 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 9 | 5 |
708 | 138.24 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 13 | 19 |
711 | 138.24 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 13 | 19 |
716 | 138.25 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
737 | 138.30 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 4 |
741 | 138.31 | radiation | 20.0 | 30 | > th | dose independent | rect. | 7 | 6 |
772 | 138.33 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 5 |
815 | 138.38 | humidity | 70.0 | 90 | > th | dose independent | rect. | 3 | 5 |
820 | 138.39 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 6 |
829 | 138.40 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
833 | 138.41 | temperature | 20.0 | 90 | < th | dose independent | rect. | 23 | 8 |
838 | 138.41 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 19 | 9 |
841 | 138.42 | wind | 9.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
854 | 138.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
862 | 138.45 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
871 | 138.46 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 10 |
875 | 138.46 | temperature | 20.0 | 10 | > th | dose independent | rect. | 21 | 23 |
879 | 138.46 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 13 |
880 | 138.47 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 4 |
884 | 138.47 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 11 | 19 |
886 | 138.47 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 3 |
888 | 138.47 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 4 |
890 | 138.48 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 3 |
894 | 138.48 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 3 |
900 | 138.49 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 3 |
901 | 138.49 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 3 |
902 | 138.49 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 3 |
907 | 138.49 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 21 |
909 | 138.50 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 3 |
910 | 138.50 | wind | 1.0 | 270 | > th | dose independent | rect. | 23 | 7 |
913 | 138.50 | humidity | 50.0 | 270 | > th | dose independent | rect. | 11 | 19 |
954 | 138.55 | radiation | 30.0 | 270 | < th | dose independent | rect. | 7 | 2 |
982 | 138.58 | temperature | 10.0 | 90 | > th | dose dependent | sin | 9 | NA |