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Os02g0699300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ADP-ribosylation factor-like 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.31 | 0.34 | 12.1 | -0.081 | 0.348 | -0.693 | 0.0219 | 0.887 | -0.215 | 10.4 | 88.92 | 141 | -- | -- |
54.21 | 0.343 | 12.1 | -0.0811 | 0.348 | -0.65 | -0.0287 | -- | -0.226 | 10.1 | 88.03 | 136 | -- | -- |
52.27 | 0.337 | 12.1 | -0.0699 | 0.358 | -0.698 | -- | 0.883 | -0.21 | 10.3 | 88.78 | 158 | -- | -- |
54.15 | 0.343 | 12.1 | -0.0404 | 0.337 | -0.642 | -- | -- | -0.201 | 10.2 | 88.2 | 136 | -- | -- |
59.12 | 0.358 | 12.1 | -0.0855 | -- | -0.714 | -- | 0.748 | -0.228 | -- | 88.38 | 102 | -- | -- |
64.54 | 0.377 | 12.1 | -0.11 | 0.491 | -- | -0.0555 | -- | -0.0832 | 13.2 | -- | -- | -- | -- |
64.56 | 0.376 | 12.1 | -0.112 | 0.491 | -- | -- | -- | -0.0836 | 13.2 | -- | -- | -- | -- |
60.4 | 0.362 | 12.1 | -0.0422 | -- | -0.651 | -- | -- | -0.215 | -- | 87.38 | 69 | -- | -- |
54.2 | 0.343 | 12.1 | -- | 0.339 | -0.647 | -- | -- | -0.196 | 10.2 | 88.19 | 136 | -- | -- |
79.49 | 0.417 | 12.1 | -0.131 | -- | -- | -- | -- | -0.0935 | -- | -- | -- | -- | -- |
64.89 | 0.377 | 12.1 | -- | 0.493 | -- | -- | -- | -0.0711 | 13.2 | -- | -- | -- | -- |
60.35 | 0.362 | 12.1 | -- | -- | -0.614 | -- | -- | -0.199 | -- | 84.69 | 53 | -- | -- |
79.94 | 0.417 | 12.1 | -- | -- | -- | -- | -- | -0.0789 | -- | -- | -- | -- | -- |
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 | 43.79 | radiation | 1.0 | 270 | > th | dose independent | sin | 5 | NA |
2 | 43.79 | radiation | 1.0 | 270 | < th | dose independent | sin | 5 | NA |
7 | 44.30 | radiation | 1.0 | 270 | < th | dose dependent | sin | 4 | NA |
8 | 44.37 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 13 |
17 | 44.91 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 13 |
25 | 45.22 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 7 |
31 | 45.38 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 21 |
33 | 45.47 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 19 |
43 | 46.10 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 3 | 6 |
45 | 46.12 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 7 |
76 | 46.28 | humidity | 90.0 | 90 | < th | dose independent | rect. | 20 | 18 |
78 | 46.35 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 19 |
82 | 46.40 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 5 |
88 | 46.46 | humidity | 90.0 | 90 | < th | dose independent | rect. | 20 | 16 |
117 | 46.79 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
125 | 46.86 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 23 | 7 |
127 | 46.87 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 19 |
130 | 46.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 5 |
131 | 46.96 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
133 | 46.96 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 5 |
134 | 46.96 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
137 | 46.96 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
138 | 46.96 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 5 |
142 | 46.96 | humidity | 90.0 | 10 | < th | dose independent | rect. | 7 | 7 |
145 | 46.99 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 8 |
151 | 47.00 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 7 |
152 | 47.01 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 3 | 12 |
153 | 47.03 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 8 |
174 | 47.17 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 8 |
177 | 47.18 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
178 | 47.18 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
180 | 47.20 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
188 | 47.21 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 16 |
189 | 47.21 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 16 |
195 | 47.24 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
197 | 47.24 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
199 | 47.25 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 3 | 8 |
202 | 47.26 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 8 |
205 | 47.28 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 8 |
207 | 47.28 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 8 |
212 | 47.31 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 6 |
218 | 47.38 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 8 |
224 | 47.47 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
226 | 47.49 | humidity | 80.0 | 90 | > th | dose dependent | sin | 5 | NA |
247 | 47.58 | humidity | 90.0 | 90 | < th | dose independent | sin | 5 | NA |
258 | 47.63 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 16 |
264 | 47.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 16 |
265 | 47.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 16 |
267 | 47.66 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 7 |
270 | 47.68 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 16 |
271 | 47.68 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
276 | 47.69 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 19 |
289 | 47.77 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 8 |
293 | 47.79 | humidity | 80.0 | 30 | > th | dose independent | rect. | 3 | 5 |
307 | 47.85 | wind | 5.0 | 90 | < th | dose independent | rect. | 7 | 20 |
372 | 48.05 | humidity | 90.0 | 90 | > th | dose independent | sin | 5 | NA |
398 | 48.16 | wind | 1.0 | 270 | > th | dose independent | rect. | 10 | 9 |
435 | 48.23 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 19 |
436 | 48.23 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 7 |
442 | 48.25 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 4 |
446 | 48.25 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 20 | 16 |
455 | 48.29 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 16 |
463 | 48.32 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 6 |
480 | 48.37 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 4 |
484 | 48.39 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
487 | 48.40 | wind | 9.0 | 270 | < th | dose dependent | rect. | 17 | 8 |
500 | 48.44 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 8 |
501 | 48.44 | temperature | 15.0 | 270 | > th | dose independent | rect. | 19 | 16 |
511 | 48.48 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 6 |
513 | 48.48 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 6 |
562 | 48.61 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 6 |
563 | 48.61 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 6 |
564 | 48.61 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 18 |
585 | 48.66 | humidity | 90.0 | 90 | < th | dose independent | rect. | 23 | 15 |
591 | 48.68 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 8 |
597 | 48.70 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 18 |
603 | 48.71 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 19 |
612 | 48.74 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 8 |
634 | 48.77 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 5 |
642 | 48.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 8 |
646 | 48.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 8 |
672 | 48.84 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 6 |
689 | 48.86 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 17 | 8 |
690 | 48.86 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 12 |
714 | 48.88 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 3 | 1 |
723 | 48.89 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 7 |
755 | 48.94 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 16 |
756 | 48.94 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 16 |
785 | 48.98 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 8 |
786 | 48.98 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 8 |
787 | 48.98 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 14 |
788 | 48.98 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 16 |
798 | 49.01 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 15 |
800 | 49.02 | wind | 9.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
805 | 49.03 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 18 |
807 | 49.03 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 18 |
833 | 49.08 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 16 |
842 | 49.08 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 16 |
868 | 49.14 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 16 |
869 | 49.14 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
886 | 49.18 | humidity | 90.0 | 10 | < th | dose independent | rect. | 7 | 5 |
952 | 49.34 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 1 |
953 | 49.34 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 1 |
955 | 49.34 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 1 |
956 | 49.34 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 1 |
959 | 49.34 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 1 |
960 | 49.34 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 1 |
962 | 49.34 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 1 |
967 | 49.34 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 23 |
969 | 49.34 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
987 | 49.36 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 17 |
993 | 49.39 | humidity | 90.0 | 90 | > th | dose independent | rect. | 1 | 10 |
996 | 49.39 | wind | 7.0 | 270 | < th | dose independent | rect. | 19 | 16 |