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Os01g0715900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein prenyltransferase domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
127.18 | 0.53 | 4.08 | 1.05 | 2.46 | 0.642 | 1.51 | 3.34 | 0.214 | 19.4 | 30 | 332 | -- | -- |
133.58 | 0.538 | 4.08 | 1.05 | 2.46 | 0.642 | 2.18 | -- | 0.214 | 19.4 | 30 | 332 | -- | -- |
132.67 | 0.536 | 4.07 | 1.07 | 2.41 | 0.678 | -- | 4.04 | 0.22 | 19.4 | 29.71 | 363 | -- | -- |
140.22 | 0.552 | 4.08 | 1.05 | 2.46 | 1.31 | -- | -- | 0.214 | 19.4 | 30 | 332 | -- | -- |
321.79 | 0.835 | 4.05 | 0.952 | -- | 2.25 | -- | 3.75 | -0.0162 | -- | 28.49 | 506 | -- | -- |
149.61 | 0.573 | 4.13 | 0.914 | 2.76 | -- | 2.19 | -- | 0.137 | 19.2 | -- | -- | -- | -- |
162.37 | 0.597 | 4.13 | 0.869 | 2.77 | -- | -- | -- | 0.142 | 19.2 | -- | -- | -- | -- |
323.68 | 0.838 | 4.14 | 0.42 | -- | 2.48 | -- | -- | -0.183 | -- | 28.5 | 516 | -- | -- |
148.02 | 0.567 | 4.12 | -- | 2.41 | 1.32 | -- | -- | 0.185 | 19.4 | 30 | 370 | -- | -- |
566.87 | 1.11 | 4.07 | 0.819 | -- | -- | -- | -- | 0.0938 | -- | -- | -- | -- | -- |
182.28 | 0.632 | 4.15 | -- | 2.76 | -- | -- | -- | 0.045 | 19.2 | -- | -- | -- | -- |
327.62 | 0.843 | 4.14 | -- | -- | 2.51 | -- | -- | -0.215 | -- | 28.44 | 517 | -- | -- |
584.56 | 1.13 | 4.09 | -- | -- | -- | -- | -- | 0.00299 | -- | -- | -- | -- | -- |
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 | 115.23 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 13 | 7 |
7 | 116.44 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 13 | 7 |
13 | 117.52 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 17 |
18 | 118.50 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 16 |
24 | 118.96 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 21 |
27 | 119.28 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 19 |
29 | 119.39 | wind | 7.0 | 30 | < th | dose independent | rect. | 13 | 7 |
31 | 119.59 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 18 |
57 | 120.49 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 15 |
61 | 120.60 | temperature | 25.0 | 90 | > th | dose independent | rect. | 13 | 7 |
65 | 120.68 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 16 |
66 | 120.69 | temperature | 25.0 | 10 | > th | dose independent | rect. | 13 | 7 |
78 | 120.85 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 13 | 7 |
80 | 120.85 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 13 | 7 |
83 | 120.95 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 20 | 17 |
97 | 121.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 13 | 7 |
99 | 121.39 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 13 | 7 |
102 | 121.39 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 17 |
126 | 121.75 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 17 |
128 | 121.79 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 14 | 7 |
131 | 121.79 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 17 |
134 | 121.79 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 17 |
135 | 121.80 | wind | 1.0 | 10 | > th | dose independent | rect. | 13 | 7 |
158 | 122.06 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 17 |
160 | 122.06 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 17 |
170 | 122.25 | wind | 9.0 | 10 | < th | dose independent | rect. | 20 | 17 |
198 | 122.65 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 5 |
217 | 123.04 | humidity | 60.0 | 270 | > th | dose independent | rect. | 7 | 16 |
231 | 123.17 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 18 |
235 | 123.24 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 21 |
240 | 123.32 | wind | 7.0 | 270 | < th | dose independent | rect. | 11 | 21 |
272 | 123.68 | humidity | 60.0 | 270 | > th | dose independent | rect. | 7 | 18 |
288 | 123.86 | wind | 7.0 | 270 | < th | dose independent | rect. | 12 | 19 |
307 | 124.07 | wind | 7.0 | 270 | < th | dose independent | rect. | 2 | 15 |
308 | 124.07 | temperature | 15.0 | 270 | > th | dose independent | rect. | 18 | 18 |
353 | 124.47 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 13 | 19 |
369 | 124.59 | wind | 9.0 | 90 | < th | dose dependent | rect. | 13 | 7 |
370 | 124.59 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 13 | 19 |
386 | 124.69 | radiation | 40.0 | 270 | < th | dose independent | rect. | 7 | 5 |
387 | 124.71 | humidity | 60.0 | 270 | > th | dose independent | rect. | 7 | 6 |
398 | 124.76 | humidity | 60.0 | 270 | > th | dose independent | rect. | 17 | 19 |
439 | 125.03 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 10 |
449 | 125.10 | radiation | 40.0 | 270 | < th | dose independent | rect. | 8 | 3 |
476 | 125.19 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 10 |
503 | 125.28 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 9 |
538 | 125.46 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 8 | 17 |
557 | 125.53 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 15 |
567 | 125.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 19 |
569 | 125.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 19 |
583 | 125.68 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 8 | 3 |
598 | 125.76 | temperature | 30.0 | 720 | < th | dose independent | rect. | 24 | 12 |
609 | 125.77 | temperature | 25.0 | 270 | > th | dose dependent | sin | 21 | NA |
620 | 125.81 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 20 | 8 |
627 | 125.84 | radiation | 40.0 | 30 | < th | dose independent | rect. | 13 | 7 |
637 | 125.90 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 5 |
638 | 125.90 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 5 |
639 | 125.90 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 5 |
640 | 125.90 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 19 |
641 | 125.90 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 16 | 10 |
659 | 125.97 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 1 |
660 | 125.98 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 5 |
661 | 125.98 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 5 |
665 | 126.01 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 5 |
681 | 126.07 | humidity | 90.0 | 10 | < th | dose independent | rect. | 13 | 7 |
740 | 126.21 | radiation | 40.0 | 270 | < th | dose independent | rect. | 8 | 15 |
745 | 126.23 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 5 |
746 | 126.23 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 20 | 6 |
747 | 126.24 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 15 |
769 | 126.34 | humidity | 90.0 | 270 | < th | dose independent | rect. | 12 | 6 |
772 | 126.36 | radiation | 40.0 | 270 | < th | dose independent | rect. | 8 | 17 |
779 | 126.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 5 |
789 | 126.41 | radiation | 40.0 | 270 | < th | dose independent | rect. | 18 | 18 |
799 | 126.46 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 13 | 7 |
805 | 126.47 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 3 |
810 | 126.48 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 21 |
813 | 126.48 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 21 |
834 | 126.57 | wind | 5.0 | 270 | < th | dose independent | rect. | 22 | 9 |
874 | 126.66 | temperature | 15.0 | 270 | > th | dose independent | rect. | 8 | 15 |
883 | 126.70 | temperature | 30.0 | 270 | < th | dose independent | sin | 21 | NA |
884 | 126.70 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 20 | 6 |
893 | 126.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 3 |
894 | 126.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 8 | 3 |
895 | 126.73 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 3 |
896 | 126.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 21 |
920 | 126.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 3 |
922 | 126.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 3 |
926 | 126.82 | humidity | 70.0 | 270 | > th | dose independent | rect. | 17 | 9 |
952 | 126.89 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 8 | 13 |
955 | 126.90 | radiation | 1.0 | 270 | > th | dose independent | rect. | 12 | 18 |
988 | 126.98 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 17 | 8 |
992 | 127.00 | wind | 9.0 | 270 | < th | dose independent | rect. | 8 | 3 |