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Os07g0573600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : REX1 DNA Repair 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61.15 | 0.367 | 9.37 | -1.47 | 1.15 | -26.5 | 0.783 | -55.2 | 0.0712 | 16.8 | 14.97 | 4957 | -- | -- |
66.47 | 0.383 | 10.3 | 0.731 | 1.16 | -0.0462 | 0.675 | -- | 0.144 | 16.8 | 14.7 | 97 | -- | -- |
62.21 | 0.367 | 9.39 | -1.47 | 1.16 | -26.5 | -- | -55.1 | 0.0676 | 16.8 | 14.93 | 5436 | -- | -- |
64.24 | 0.373 | 10.3 | 0.623 | 1.07 | -0.247 | -- | -- | 0.122 | 16.9 | 28.3 | 33 | -- | -- |
132.6 | 0.536 | 9.37 | -1.54 | -- | -26.5 | -- | -55.1 | 0.032 | -- | 14.9 | 6121 | -- | -- |
66.48 | 0.382 | 10.3 | 0.732 | 1.16 | -- | 0.673 | -- | 0.144 | 16.8 | -- | -- | -- | -- |
67.66 | 0.385 | 10.3 | 0.735 | 1.17 | -- | -- | -- | 0.148 | 16.8 | -- | -- | -- | -- |
94.1 | 0.452 | 10.3 | 0.705 | -- | -0.725 | -- | -- | 0.00166 | -- | 26.6 | 256 | -- | -- |
75.1 | 0.404 | 10.3 | -- | 0.95 | -0.361 | -- | -- | 0.0346 | 17.2 | 28.3 | 48 | -- | -- |
139.67 | 0.552 | 10.2 | 0.692 | -- | -- | -- | -- | 0.117 | -- | -- | -- | -- | -- |
81.91 | 0.423 | 10.3 | -- | 1.15 | -- | -- | -- | 0.0657 | 16.8 | -- | -- | -- | -- |
98.25 | 0.462 | 10.3 | -- | -- | -0.841 | -- | -- | -0.157 | -- | 26.38 | 265 | -- | -- |
152.29 | 0.576 | 10.3 | -- | -- | -- | -- | -- | 0.0406 | -- | -- | -- | -- | -- |
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 | 55.09 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 18 |
7 | 55.97 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 10 | 6 |
10 | 56.29 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 10 | 8 |
13 | 56.42 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
18 | 56.68 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 18 |
19 | 56.68 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 18 |
24 | 56.73 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 6 |
25 | 56.73 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 6 |
26 | 56.74 | wind | 5.0 | 30 | < th | dose independent | rect. | 3 | 6 |
48 | 56.92 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 6 |
50 | 56.92 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 6 |
51 | 56.92 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 6 |
53 | 56.92 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 6 |
54 | 56.92 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 6 |
56 | 56.92 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 18 |
57 | 56.93 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 18 |
72 | 57.01 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 7 |
79 | 57.01 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 7 |
82 | 57.01 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 17 |
111 | 57.15 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 15 |
114 | 57.19 | wind | 9.0 | 10 | < th | dose dependent | rect. | 3 | 6 |
122 | 57.26 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 17 |
132 | 57.35 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 18 |
135 | 57.40 | radiation | 40.0 | 30 | < th | dose independent | rect. | 3 | 6 |
159 | 57.53 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
228 | 57.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 16 |
233 | 57.91 | radiation | 1.0 | 30 | > th | dose independent | rect. | 9 | 9 |
239 | 57.95 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
245 | 58.02 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 18 |
247 | 58.03 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 2 |
251 | 58.07 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 8 |
272 | 58.21 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
274 | 58.21 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 9 |
275 | 58.21 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 22 |
276 | 58.21 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
278 | 58.21 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 22 |
280 | 58.22 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
283 | 58.24 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 3 | 6 |
292 | 58.28 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
297 | 58.31 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
307 | 58.35 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
308 | 58.36 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 7 |
313 | 58.39 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 5 |
318 | 58.40 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
320 | 58.40 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 2 |
321 | 58.40 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
324 | 58.40 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
325 | 58.40 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
327 | 58.40 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 2 |
330 | 58.40 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 22 |
346 | 58.42 | wind | 3.0 | 4320 | < th | dose independent | rect. | 8 | 1 |
347 | 58.42 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 3 |
349 | 58.42 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
363 | 58.48 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
370 | 58.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
389 | 58.53 | wind | 3.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
434 | 58.57 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 9 |
442 | 58.60 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 1 |
451 | 58.63 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 20 | 7 |
507 | 58.69 | wind | 1.0 | 270 | > th | dose independent | rect. | 24 | 7 |
523 | 58.72 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 9 |
526 | 58.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 9 |
527 | 58.73 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 9 |
528 | 58.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 15 |
529 | 58.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 15 |
547 | 58.75 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
561 | 58.78 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 15 |
562 | 58.78 | temperature | 15.0 | 270 | > th | dose independent | rect. | 2 | 17 |
565 | 58.79 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 20 | 5 |
568 | 58.79 | wind | 9.0 | 270 | < th | dose independent | rect. | 20 | 15 |
570 | 58.80 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 16 | 5 |
582 | 58.83 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 13 | 20 |
604 | 58.86 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 7 |
605 | 58.86 | radiation | 30.0 | 270 | < th | dose independent | rect. | 13 | 17 |
614 | 58.87 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
630 | 58.89 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 18 |
632 | 58.89 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 18 |
634 | 58.89 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
635 | 58.89 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
662 | 58.93 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 18 |
712 | 58.97 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 8 |
713 | 58.98 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 9 |
714 | 58.98 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
717 | 58.98 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 9 |
721 | 58.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 9 |
722 | 58.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 9 |
723 | 58.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 15 |
728 | 58.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 15 |
735 | 59.01 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 7 |
736 | 59.01 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 7 |
737 | 59.01 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 7 |
739 | 59.01 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 7 |
746 | 59.01 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 17 |
747 | 59.01 | wind | 5.0 | 4320 | < th | dose dependent | rect. | 8 | 1 |
752 | 59.01 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 7 |
766 | 59.03 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 7 |
794 | 59.09 | wind | 3.0 | 4320 | > th | dose independent | rect. | 6 | 3 |
795 | 59.09 | wind | 3.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
799 | 59.09 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 8 | 3 |
811 | 59.10 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 7 |
815 | 59.10 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 7 |
825 | 59.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 9 |
826 | 59.13 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 9 |
827 | 59.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 15 |
858 | 59.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 15 |
869 | 59.16 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 15 |
870 | 59.16 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 13 | 17 |
891 | 59.18 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 2 | 16 |
905 | 59.20 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 9 |
906 | 59.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 17 |
919 | 59.21 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 9 | 18 |
945 | 59.23 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 16 |
948 | 59.23 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 19 |
959 | 59.23 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 21 | 7 |
963 | 59.24 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 21 | 3 |
977 | 59.26 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 6 |
988 | 59.26 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 17 |
998 | 59.26 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 17 |