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Os03g0140400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
177.21 | 0.625 | 11.2 | -0.114 | 0.214 | -3.01 | 2.21 | -0.633 | 0.0895 | 5.69 | 0.551 | 1461 | -- | -- |
177.38 | 0.62 | 11.2 | -0.179 | 0.221 | -2.86 | 2.22 | -- | 0.0873 | 5.73 | 0.5449 | 1460 | -- | -- |
188.94 | 0.64 | 11.2 | -0.0717 | 0.245 | -3.17 | -- | -1.08 | 0.0912 | 4.4 | 0.501 | 1465 | -- | -- |
189.29 | 0.641 | 11.2 | -0.166 | 0.248 | -2.91 | -- | -- | 0.0854 | 4.4 | 0.5185 | 1466 | -- | -- |
191.77 | 0.645 | 11.2 | -0.0472 | -- | -3.18 | -- | -1.32 | 0.0993 | -- | 0.4525 | 1457 | -- | -- |
263.79 | 0.761 | 11.1 | 0.537 | 0.22 | -- | 2.34 | -- | 0.429 | 5.65 | -- | -- | -- | -- |
276.55 | 0.779 | 11.1 | 0.552 | 0.259 | -- | -- | -- | 0.421 | 7.29 | -- | -- | -- | -- |
192.22 | 0.646 | 11.2 | -0.156 | -- | -2.88 | -- | -- | 0.0851 | -- | 0.5767 | 1460 | -- | -- |
189.9 | 0.642 | 11.2 | -- | 0.253 | -2.84 | -- | -- | 0.103 | 4.37 | 0.5577 | 1468 | -- | -- |
280.12 | 0.782 | 11.1 | 0.556 | -- | -- | -- | -- | 0.425 | -- | -- | -- | -- | -- |
284.57 | 0.789 | 11.2 | -- | 0.265 | -- | -- | -- | 0.359 | 7.15 | -- | -- | -- | -- |
192.76 | 0.647 | 11.2 | -- | -- | -2.8 | -- | -- | 0.0975 | -- | 0.5806 | 1458 | -- | -- |
288.27 | 0.792 | 11.2 | -- | -- | -- | -- | -- | 0.363 | -- | -- | -- | -- | -- |
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 | 179.11 | radiation | 1 | 1440 | < th | dose dependent | rect. | 6 | 13 |
3 | 179.13 | radiation | 1 | 1440 | < th | dose dependent | rect. | 6 | 22 |
6 | 179.18 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 23 |
10 | 179.20 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 23 |
14 | 179.25 | radiation | 1 | 1440 | < th | dose dependent | rect. | 6 | 19 |
26 | 179.62 | radiation | 1 | 1440 | < th | dose dependent | rect. | 2 | 17 |
55 | 179.74 | radiation | 1 | 1440 | < th | dose dependent | no | NA | NA |
60 | 179.74 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 23 |
92 | 180.20 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 4 |
96 | 180.26 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 13 |
99 | 180.33 | radiation | 1 | 1440 | < th | dose dependent | sin | 14 | NA |
103 | 180.42 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 10 |
134 | 181.47 | radiation | 1 | 1440 | < th | dose dependent | sin | 23 | NA |
204 | 183.94 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 4 |
206 | 183.98 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 23 |
209 | 184.06 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 4 |
214 | 184.15 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 3 |
218 | 184.19 | radiation | 1 | 4320 | > th | dose independent | rect. | 4 | 1 |
228 | 184.19 | radiation | 1 | 4320 | > th | dose dependent | rect. | 4 | 1 |
252 | 184.23 | radiation | 1 | 1440 | > th | dose independent | rect. | 7 | 23 |
261 | 184.33 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 6 |
265 | 184.43 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 6 |
271 | 184.49 | radiation | 1 | 1440 | > th | dose independent | rect. | 7 | 12 |
272 | 184.49 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 12 |
284 | 184.50 | wind | 7 | 43200 | > th | dose dependent | rect. | 17 | 3 |
286 | 184.52 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 21 |
303 | 184.82 | humidity | 60 | 43200 | > th | dose independent | rect. | 16 | 4 |
307 | 184.86 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 1 |
321 | 185.06 | wind | 5 | 14400 | < th | dose independent | rect. | 11 | 1 |
325 | 185.14 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 11 |
336 | 185.24 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 11 |
339 | 185.25 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 7 |
372 | 185.45 | radiation | 1 | 1440 | < th | dose independent | sin | 22 | NA |
380 | 185.63 | radiation | 1 | 1440 | > th | dose independent | sin | 22 | NA |
381 | 185.64 | humidity | 60 | 43200 | < th | dose independent | rect. | 16 | 4 |
382 | 185.69 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 13 |
385 | 185.72 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 13 |
386 | 185.73 | humidity | 60 | 43200 | < th | dose independent | rect. | 14 | 21 |
390 | 185.80 | radiation | 1 | 1440 | < th | dose independent | sin | 15 | NA |
411 | 185.92 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 13 |
434 | 185.99 | radiation | 1 | 1440 | < th | dose independent | rect. | 15 | 4 |
436 | 186.00 | humidity | 60 | 43200 | > th | dose independent | rect. | 14 | 21 |
442 | 186.02 | wind | 7 | 43200 | > th | dose independent | rect. | 14 | 15 |
451 | 186.06 | radiation | 1 | 1440 | < th | dose independent | rect. | 15 | 13 |
461 | 186.12 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 23 |
462 | 186.14 | radiation | 1 | 1440 | > th | dose independent | sin | 15 | NA |
467 | 186.17 | humidity | 60 | 43200 | > th | dose independent | rect. | 15 | 9 |
470 | 186.22 | radiation | 1 | 1440 | < th | dose independent | rect. | 15 | 9 |
475 | 186.24 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 10 |
480 | 186.27 | radiation | 1 | 1440 | < th | dose independent | rect. | 2 | 17 |
485 | 186.28 | wind | 5 | 14400 | > th | dose independent | rect. | 11 | 1 |
487 | 186.28 | radiation | 1 | 1440 | < th | dose independent | rect. | 23 | 21 |
488 | 186.29 | radiation | 1 | 1440 | > th | dose independent | rect. | 15 | 4 |
516 | 186.32 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 3 |
542 | 186.39 | radiation | 1 | 1440 | < th | dose independent | no | NA | NA |
566 | 186.47 | humidity | 60 | 43200 | < th | dose independent | rect. | 15 | 9 |
575 | 186.51 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 23 |
578 | 186.53 | radiation | 1 | 1440 | < th | dose independent | rect. | 15 | 23 |
588 | 186.67 | wind | 7 | 43200 | > th | dose independent | sin | 15 | NA |
593 | 186.70 | radiation | 1 | 14400 | < th | dose dependent | rect. | 9 | 1 |
594 | 186.71 | wind | 7 | 43200 | < th | dose independent | sin | 15 | NA |
602 | 186.78 | radiation | 1 | 1440 | > th | dose independent | no | NA | NA |
649 | 186.80 | humidity | 60 | 43200 | < th | dose independent | rect. | 14 | 12 |
665 | 186.90 | radiation | 1 | 1440 | > th | dose independent | rect. | 15 | 23 |
671 | 186.95 | wind | 7 | 43200 | < th | dose independent | rect. | 19 | 1 |
677 | 187.00 | humidity | 60 | 43200 | < th | dose independent | rect. | 14 | 17 |
682 | 187.01 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 4 |
690 | 187.03 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 1 |
718 | 187.21 | humidity | 70 | 14400 | < th | dose independent | rect. | 19 | 2 |
719 | 187.21 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 3 |
736 | 187.30 | wind | 5 | 43200 | > th | dose dependent | sin | 16 | NA |
738 | 187.33 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 1 |
745 | 187.37 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 14 |
752 | 187.41 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 17 |
825 | 187.62 | radiation | 10 | 4320 | < th | dose dependent | rect. | 23 | 6 |
890 | 187.95 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 17 |
917 | 188.10 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 23 |
937 | 188.18 | humidity | 60 | 43200 | < th | dose independent | rect. | 23 | 21 |
939 | 188.19 | humidity | 60 | 43200 | < th | dose independent | rect. | 3 | 17 |
940 | 188.19 | humidity | 60 | 43200 | < th | dose independent | rect. | 1 | 19 |
952 | 188.22 | humidity | 60 | 43200 | < th | dose independent | rect. | 4 | 20 |
971 | 188.27 | radiation | 1 | 1440 | > th | dose independent | rect. | 18 | 23 |