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Os10g0547500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Citrate transporter 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
354.36 | 0.884 | 3.02 | 1.26 | 0.0454 | -0.0319 | 1.3 | 4.67 | -0.0609 | 17.5 | 31.2 | 4519 | -- | -- |
357.5 | 0.881 | 3.1 | 0.633 | 0.00414 | 0.392 | 1.51 | -- | -0.0353 | 17.1 | 32.8 | 4674 | -- | -- |
358.44 | 0.882 | 3.01 | 1.29 | 0.0587 | -0.0624 | -- | 4.81 | -0.0549 | 17.6 | 31.05 | 4608 | -- | -- |
359.64 | 0.883 | 3.11 | 0.53 | 0.0345 | 0.522 | -- | -- | -0.0298 | 18.3 | 31.1 | 4598 | -- | -- |
358.55 | 0.882 | 3.02 | 1.23 | -- | -0.0151 | -- | 4.44 | -0.0571 | -- | 31.06 | 4608 | -- | -- |
366.05 | 0.897 | 3.12 | 0.644 | 0.0312 | -- | 1.25 | -- | -0.15 | 17.7 | -- | -- | -- | -- |
369.13 | 0.9 | 3.12 | 0.634 | 0.115 | -- | -- | -- | -0.146 | 22.3 | -- | -- | -- | -- |
359.63 | 0.883 | 3.1 | 0.505 | -- | 0.506 | -- | -- | -0.0511 | -- | 31.19 | 4598 | -- | -- |
365.75 | 0.891 | 3.12 | -- | 0.0765 | 0.593 | -- | -- | -0.101 | 21.4 | 31.1 | 4495 | -- | -- |
369.94 | 0.899 | 3.12 | 0.636 | -- | -- | -- | -- | -0.146 | -- | -- | -- | -- | -- |
379.72 | 0.912 | 3.14 | -- | 0.119 | -- | -- | -- | -0.217 | 22.7 | -- | -- | -- | -- |
366.08 | 0.891 | 3.11 | -- | -- | 0.589 | -- | -- | -0.0911 | -- | 31.2 | 4598 | -- | -- |
380.61 | 0.911 | 3.14 | -- | -- | -- | -- | -- | -0.216 | -- | -- | -- | -- | -- |
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 | 343.64 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 9 |
2 | 343.82 | radiation | 1.0 | 90 | < th | dose independent | rect. | 6 | 13 |
3 | 344.05 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 7 | 10 |
5 | 344.30 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 7 | 11 |
9 | 344.30 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 7 | 11 |
13 | 344.42 | radiation | 1.0 | 90 | < th | dose independent | rect. | 6 | 11 |
17 | 344.98 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 14 | 3 |
18 | 345.07 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 14 | 2 |
22 | 345.76 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 1 | 9 |
23 | 345.81 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 14 | 5 |
33 | 346.05 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 2 | 8 |
35 | 346.19 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 14 | 5 |
36 | 346.26 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 14 | 6 |
40 | 346.48 | temperature | 20.0 | 10 | > th | dose independent | rect. | 14 | 6 |
43 | 346.82 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 18 |
50 | 347.04 | wind | 7.0 | 10 | < th | dose independent | rect. | 20 | 18 |
53 | 347.14 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 1 | 9 |
59 | 347.57 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 6 | 13 |
68 | 347.95 | wind | 7.0 | 30 | < th | dose independent | rect. | 14 | 6 |
76 | 348.05 | wind | 1.0 | 10 | > th | dose independent | rect. | 14 | 6 |
78 | 348.09 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 20 | 18 |
79 | 348.09 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 20 | 18 |
84 | 348.15 | wind | 5.0 | 270 | < th | dose independent | rect. | 22 | 10 |
86 | 348.18 | humidity | 90.0 | 10 | > th | dose independent | rect. | 6 | 13 |
89 | 348.20 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 14 | 6 |
90 | 348.20 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 14 | 6 |
98 | 348.32 | temperature | 30.0 | 90 | < th | dose independent | rect. | 20 | 18 |
101 | 348.36 | humidity | 70.0 | 270 | > th | dose independent | rect. | 23 | 9 |
106 | 348.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 14 | 6 |
108 | 348.39 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 14 | 6 |
110 | 348.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 20 | 18 |
111 | 348.39 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 18 |
125 | 348.52 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 15 | 6 |
129 | 348.52 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 18 |
132 | 348.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 9 |
133 | 348.53 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 9 |
134 | 348.53 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 9 |
136 | 348.53 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 9 |
137 | 348.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 15 |
141 | 348.55 | radiation | 40.0 | 270 | < th | dose independent | rect. | 23 | 9 |
145 | 348.58 | radiation | 40.0 | 30 | < th | dose independent | rect. | 14 | 6 |
170 | 348.89 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 9 |
171 | 348.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 8 | 15 |
174 | 349.01 | wind | 1.0 | 90 | > th | dose independent | rect. | 1 | 9 |
176 | 349.02 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 18 |
186 | 349.14 | wind | 9.0 | 30 | < th | dose dependent | rect. | 14 | 6 |
192 | 349.19 | wind | 5.0 | 30 | < th | dose independent | rect. | 11 | 3 |
198 | 349.24 | wind | 5.0 | 270 | < th | dose independent | rect. | 8 | 5 |
242 | 349.50 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 7 |
249 | 349.57 | wind | 3.0 | 270 | > th | dose independent | rect. | 12 | 5 |
258 | 349.61 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 14 | 20 |
270 | 349.71 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 14 | 6 |
271 | 349.72 | wind | 9.0 | 90 | < th | dose dependent | rect. | 9 | 5 |
272 | 349.73 | radiation | 40.0 | 10 | < th | dose independent | rect. | 14 | 21 |
273 | 349.74 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 2 |
282 | 349.80 | wind | 5.0 | 270 | < th | dose independent | rect. | 9 | 3 |
293 | 349.88 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
315 | 349.94 | temperature | 25.0 | 720 | < th | dose independent | rect. | 18 | 11 |
344 | 350.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 7 |
345 | 350.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 7 |
348 | 350.07 | humidity | 60.0 | 90 | > th | dose independent | rect. | 1 | 9 |
366 | 350.16 | temperature | 20.0 | 10 | > th | dose independent | rect. | 14 | 21 |
391 | 350.22 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 14 | 20 |
404 | 350.26 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 12 | 7 |
423 | 350.34 | temperature | 20.0 | 270 | > th | dose independent | rect. | 13 | 19 |
465 | 350.49 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 7 |
480 | 350.53 | wind | 7.0 | 90 | < th | dose independent | rect. | 1 | 9 |
486 | 350.58 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 23 | 1 |
490 | 350.58 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 9 |
494 | 350.61 | radiation | 1.0 | 90 | < th | dose independent | sin | 1 | NA |
517 | 350.69 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 21 |
528 | 350.76 | temperature | 10.0 | 90 | > th | dose independent | rect. | 1 | 9 |
531 | 350.76 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 1 | 9 |
534 | 350.77 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 3 |
540 | 350.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 9 |
543 | 350.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 9 |
549 | 350.82 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 15 |
551 | 350.82 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 15 |
552 | 350.83 | radiation | 1.0 | 90 | < th | dose independent | rect. | 6 | 4 |
569 | 350.88 | radiation | 1.0 | 90 | < th | dose independent | rect. | 6 | 2 |
580 | 350.90 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 23 | 9 |
581 | 350.91 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 20 | 18 |
606 | 351.02 | wind | 7.0 | 270 | < th | dose independent | rect. | 14 | 3 |
608 | 351.02 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
626 | 351.09 | wind | 7.0 | 90 | < th | dose independent | rect. | 14 | 20 |
627 | 351.09 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 6 | 4 |
635 | 351.11 | wind | 9.0 | 270 | < th | dose dependent | rect. | 8 | 14 |
637 | 351.12 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 4 |
639 | 351.13 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 16 | 5 |
648 | 351.17 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 7 | 1 |
658 | 351.17 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 7 | 1 |
672 | 351.20 | wind | 3.0 | 270 | > th | dose independent | rect. | 15 | 1 |
702 | 351.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 3 |
704 | 351.25 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 14 | 3 |
708 | 351.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 21 |
718 | 351.28 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 22 | 5 |
720 | 351.28 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 19 | 14 |
721 | 351.28 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 15 |
731 | 351.30 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 2 |
734 | 351.30 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 21 | 7 |
735 | 351.30 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 7 | 7 |
743 | 351.30 | radiation | 30.0 | 270 | < th | dose independent | rect. | 19 | 18 |
744 | 351.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 21 |
747 | 351.30 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 7 | 7 |
755 | 351.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 21 |
775 | 351.36 | humidity | 50.0 | 270 | > th | dose independent | rect. | 14 | 3 |
785 | 351.38 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 24 | 9 |
786 | 351.38 | temperature | 30.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
824 | 351.42 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
853 | 351.43 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 23 | 1 |
886 | 351.45 | humidity | 60.0 | 10 | > th | dose independent | rect. | 1 | 9 |
902 | 351.47 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 2 |
909 | 351.47 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 10 | 1 |
910 | 351.47 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 2 |
923 | 351.50 | temperature | 20.0 | 10 | > th | dose independent | rect. | 2 | 18 |
949 | 351.54 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 14 | 21 |
956 | 351.56 | radiation | 30.0 | 270 | < th | dose independent | rect. | 10 | 1 |
969 | 351.57 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 21 |
979 | 351.59 | wind | 7.0 | 10 | < th | dose independent | rect. | 10 | 15 |
986 | 351.61 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 2 | 7 |
991 | 351.62 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 5 | 3 |