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Os03g0765900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : PetM of cytochrome b6f complex subunit 7 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69.48 | 0.392 | 16.7 | -0.424 | 0.896 | -0.211 | 1.19 | -0.93 | -0.619 | 22.5 | 20.1 | 317 | -- | -- |
71.78 | 0.395 | 16.7 | -0.273 | 0.914 | -0.125 | 1.18 | -- | -0.569 | 22.7 | 22.01 | 793 | -- | -- |
72.71 | 0.4 | 16.7 | -0.546 | 0.852 | -0.116 | -- | -0.942 | -0.637 | 22.5 | 21 | 52 | -- | -- |
77.56 | 0.41 | 16.7 | -0.308 | 0.912 | -0.128 | -- | -- | -0.564 | 22.6 | 22 | 740 | -- | -- |
112.01 | 0.493 | 16.7 | -0.512 | -- | -0.314 | -- | -1.09 | -0.578 | -- | 22.1 | 47 | -- | -- |
72.43 | 0.399 | 16.7 | -0.314 | 0.889 | -- | 1.18 | -- | -0.609 | 22.8 | -- | -- | -- | -- |
78.25 | 0.414 | 16.7 | -0.361 | 0.885 | -- | -- | -- | -0.612 | 22.6 | -- | -- | -- | -- |
115.24 | 0.5 | 16.7 | -0.259 | -- | -0.346 | -- | -- | -0.512 | -- | 26.48 | 11 | -- | -- |
79.85 | 0.416 | 16.7 | -- | 0.925 | -0.21 | -- | -- | -0.516 | 22.6 | 21.6 | 856 | -- | -- |
126.53 | 0.526 | 16.7 | -0.345 | -- | -- | -- | -- | -0.608 | -- | -- | -- | -- | -- |
81.68 | 0.423 | 16.7 | -- | 0.883 | -- | -- | -- | -0.572 | 22.6 | -- | -- | -- | -- |
116.36 | 0.502 | 16.7 | -- | -- | -0.369 | -- | -- | -0.484 | -- | 26.31 | 11 | -- | -- |
129.66 | 0.531 | 16.7 | -- | -- | -- | -- | -- | -0.569 | -- | -- | -- | -- | -- |
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 | 64.87 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 18 |
3 | 65.62 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 22 | 3 |
4 | 65.64 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 19 |
7 | 65.89 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 21 |
8 | 65.89 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 24 | 6 |
11 | 65.92 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 20 | 5 |
12 | 65.96 | temperature | 30.0 | 720 | > th | dose independent | rect. | 13 | 1 |
15 | 66.07 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 14 | 7 |
16 | 66.09 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 7 |
18 | 66.18 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 24 | 6 |
21 | 66.31 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 18 | 5 |
23 | 66.36 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 19 | 3 |
24 | 66.36 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
31 | 66.50 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 18 |
40 | 66.67 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 18 |
41 | 66.67 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 18 |
42 | 66.68 | wind | 9.0 | 10 | < th | dose dependent | rect. | 6 | 18 |
43 | 66.70 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 24 | 6 |
44 | 66.70 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 24 | 6 |
46 | 66.71 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 11 |
49 | 66.73 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 24 | 6 |
51 | 66.74 | wind | 7.0 | 10 | < th | dose independent | rect. | 24 | 6 |
56 | 66.76 | temperature | 10.0 | 10 | > th | dose independent | rect. | 24 | 6 |
58 | 66.76 | temperature | 30.0 | 10 | < th | dose independent | rect. | 24 | 6 |
59 | 66.76 | humidity | 50.0 | 10 | > th | dose independent | rect. | 24 | 6 |
63 | 66.76 | radiation | 20.0 | 10 | < th | dose independent | rect. | 24 | 6 |
73 | 66.80 | wind | 9.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
97 | 66.85 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 18 |
98 | 66.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
99 | 66.87 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
101 | 66.88 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
103 | 66.89 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 6 |
106 | 66.89 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
110 | 66.89 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 1 | 6 |
116 | 66.89 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 1 | 6 |
117 | 66.89 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
122 | 66.89 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 18 |
127 | 66.92 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 16 | 5 |
140 | 66.96 | temperature | 25.0 | 90 | > th | dose independent | rect. | 3 | 4 |
146 | 67.00 | wind | 5.0 | 10 | < th | dose independent | rect. | 6 | 18 |
148 | 67.01 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 1 |
149 | 67.01 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
158 | 67.06 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
162 | 67.08 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 21 | 3 |
170 | 67.11 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 20 | 7 |
173 | 67.13 | wind | 9.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
176 | 67.14 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 14 | 7 |
178 | 67.15 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
179 | 67.15 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 2 |
188 | 67.18 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
189 | 67.18 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 3 | 1 |
192 | 67.19 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 20 |
199 | 67.21 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 2 |
201 | 67.21 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 22 | 5 |
208 | 67.23 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 14 | 16 |
210 | 67.24 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 20 | 6 |
217 | 67.29 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 3 | 1 |
222 | 67.30 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 21 | 1 |
228 | 67.33 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
229 | 67.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 17 | 6 |
232 | 67.34 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 14 | 16 |
242 | 67.37 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 6 |
243 | 67.37 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 16 | 14 |
246 | 67.37 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 6 |
258 | 67.39 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 10 |
264 | 67.41 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 6 |
274 | 67.42 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 23 | 18 |
275 | 67.43 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 4 |
278 | 67.43 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 15 |
281 | 67.44 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 18 |
285 | 67.45 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 5 |
294 | 67.46 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 16 | 14 |
299 | 67.48 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
302 | 67.48 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
309 | 67.50 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 11 |
313 | 67.50 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
314 | 67.50 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 11 |
315 | 67.51 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
319 | 67.51 | temperature | 25.0 | 90 | < th | dose independent | rect. | 1 | 10 |
320 | 67.51 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 11 |
332 | 67.53 | radiation | 40.0 | 720 | > th | dose independent | rect. | 13 | 1 |
341 | 67.53 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 17 |
356 | 67.55 | wind | 1.0 | 270 | > th | dose independent | rect. | 24 | 3 |
363 | 67.56 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
378 | 67.58 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 18 |
383 | 67.58 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 16 | 14 |
388 | 67.59 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
390 | 67.59 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 24 | 6 |
395 | 67.59 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 21 |
406 | 67.60 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 19 |
417 | 67.61 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 12 |
422 | 67.62 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 14 |
428 | 67.63 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
437 | 67.64 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 2 | 15 |
441 | 67.64 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 13 |
442 | 67.64 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 2 | 15 |
447 | 67.65 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 24 | 11 |
451 | 67.66 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 2 |
455 | 67.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 8 |
456 | 67.66 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 2 | 15 |
464 | 67.66 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 11 |
466 | 67.66 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 24 | 17 |
470 | 67.67 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 23 | 18 |
471 | 67.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 23 | 18 |
478 | 67.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 23 | 18 |
519 | 67.71 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
533 | 67.71 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 23 | 15 |
540 | 67.72 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 3 |
547 | 67.72 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 24 | 14 |
548 | 67.72 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 15 |
574 | 67.74 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 17 |
592 | 67.76 | wind | 5.0 | 30 | < th | dose independent | rect. | 21 | 3 |
660 | 67.80 | radiation | 20.0 | 30 | < th | dose independent | rect. | 12 | 18 |
669 | 67.81 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 2 |
672 | 67.81 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 6 |
685 | 67.82 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 24 | 21 |
696 | 67.82 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 18 | 9 |
700 | 67.82 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 24 | 21 |
701 | 67.83 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 3 |
704 | 67.83 | wind | 1.0 | 270 | > th | dose independent | rect. | 23 | 5 |
734 | 67.85 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 14 |
752 | 67.86 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 10 |
755 | 67.86 | temperature | 25.0 | 270 | < th | dose independent | rect. | 15 | 13 |
764 | 67.86 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 13 | 15 |
771 | 67.87 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 24 | 21 |
781 | 67.88 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 3 |
784 | 67.88 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 3 |
788 | 67.88 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 22 | 3 |
796 | 67.88 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 22 | 3 |
797 | 67.88 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 22 | 3 |
821 | 67.88 | temperature | 25.0 | 10 | > th | dose independent | rect. | 16 | 12 |
823 | 67.88 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 21 |
837 | 67.89 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 6 | 8 |
838 | 67.89 | temperature | 25.0 | 90 | > th | dose independent | rect. | 16 | 11 |
870 | 67.91 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
876 | 67.92 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 3 |
881 | 67.92 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 3 |
889 | 67.93 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 3 |
890 | 67.93 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 3 |
891 | 67.93 | humidity | 50.0 | 30 | > th | dose independent | rect. | 21 | 3 |
894 | 67.93 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 3 |
895 | 67.93 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 3 |
906 | 67.93 | temperature | 10.0 | 30 | > th | dose independent | rect. | 24 | 21 |
908 | 67.93 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 24 | 21 |
910 | 67.93 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 21 | 3 |
942 | 67.95 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 24 | 3 |
953 | 67.96 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
971 | 67.97 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 24 | 6 |
986 | 67.98 | wind | 9.0 | 30 | < th | dose independent | rect. | 24 | 21 |
991 | 67.98 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 8 |