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Os10g0432200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to 68 kDa protein HP68.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
83.63 | 0.43 | 10.5 | -0.499 | 0.563 | -1.68 | 0.255 | -1.72 | 0.218 | 20.1 | 21.5 | 1677 | -- | -- |
85.7 | 0.431 | 10.5 | -0.607 | 0.568 | -1.17 | 0.232 | -- | 0.202 | 20 | 22.14 | 1683 | -- | -- |
83.82 | 0.426 | 10.5 | -0.509 | 0.565 | -1.69 | -- | -1.72 | 0.217 | 20 | 21.5 | 1673 | -- | -- |
85.84 | 0.432 | 10.5 | -0.638 | 0.564 | -1.21 | -- | -- | 0.192 | 20.1 | 22.1 | 1696 | -- | -- |
97.29 | 0.459 | 10.5 | -0.522 | -- | -1.11 | -- | -0.453 | 0.139 | -- | 28.3 | 561 | -- | -- |
99.25 | 0.467 | 10.5 | -0.289 | 0.563 | -- | 0.379 | -- | 0.359 | 20.1 | -- | -- | -- | -- |
99.66 | 0.468 | 10.5 | -0.299 | 0.564 | -- | -- | -- | 0.36 | 20 | -- | -- | -- | -- |
97.5 | 0.46 | 10.5 | -0.581 | -- | -1.06 | -- | -- | 0.13 | -- | 28.88 | 583 | -- | -- |
94.69 | 0.453 | 10.5 | -- | 0.568 | -0.776 | -- | -- | 0.292 | 20 | 22.7 | 1630 | -- | -- |
117.07 | 0.506 | 10.4 | -0.305 | -- | -- | -- | -- | 0.352 | -- | -- | -- | -- | -- |
102.03 | 0.472 | 10.4 | -- | 0.566 | -- | -- | -- | 0.393 | 20 | -- | -- | -- | -- |
105.69 | 0.479 | 10.5 | -- | -- | -0.856 | -- | -- | 0.237 | -- | 29.2 | 556 | -- | -- |
119.52 | 0.51 | 10.4 | -- | -- | -- | -- | -- | 0.386 | -- | -- | -- | -- | -- |
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 | 83.42 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 10 |
4 | 83.51 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 10 |
32 | 83.99 | temperature | 20 | 1440 | < th | dose independent | sin | 1 | NA |
33 | 84.01 | temperature | 20 | 1440 | > th | dose independent | sin | 1 | NA |
41 | 84.16 | temperature | 20 | 1440 | < th | dose independent | rect. | 6 | 2 |
45 | 84.25 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 2 |
52 | 84.35 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 15 |
184 | 85.17 | temperature | 20 | 1440 | < th | dose dependent | rect. | 4 | 15 |
188 | 85.18 | temperature | 20 | 1440 | < th | dose dependent | rect. | 4 | 13 |
191 | 85.19 | temperature | 25 | 1440 | < th | dose dependent | rect. | 5 | 7 |
256 | 85.39 | temperature | 20 | 1440 | < th | dose dependent | rect. | 4 | 3 |
269 | 85.43 | temperature | 20 | 1440 | < th | dose dependent | rect. | 3 | 21 |
280 | 85.45 | wind | 3 | 14400 | < th | dose dependent | rect. | 18 | 9 |
293 | 85.49 | wind | 1 | 14400 | < th | dose independent | rect. | 23 | 5 |
313 | 85.53 | wind | 3 | 14400 | < th | dose dependent | sin | 13 | NA |
324 | 85.56 | temperature | 20 | 1440 | < th | dose dependent | sin | 0 | NA |
327 | 85.56 | wind | 3 | 14400 | < th | dose dependent | rect. | 14 | 17 |
331 | 85.57 | wind | 1 | 43200 | > th | dose independent | rect. | 11 | 22 |
350 | 85.61 | humidity | 90 | 43200 | < th | dose independent | rect. | 4 | 2 |
363 | 85.63 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
366 | 85.63 | temperature | 20 | 1440 | < th | dose independent | rect. | 17 | 23 |
374 | 85.64 | temperature | 25 | 1440 | < th | dose dependent | rect. | 7 | 1 |
377 | 85.65 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 23 |
381 | 85.66 | wind | 1 | 43200 | < th | dose independent | rect. | 10 | 23 |
389 | 85.67 | temperature | 20 | 1440 | < th | dose independent | rect. | 14 | 23 |
409 | 85.70 | temperature | 20 | 1440 | < th | dose independent | rect. | 10 | 23 |
426 | 85.73 | wind | 3 | 14400 | < th | dose dependent | rect. | 23 | 1 |
439 | 85.76 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
445 | 85.76 | temperature | 20 | 1440 | > th | dose independent | rect. | 17 | 23 |
451 | 85.77 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 23 |
454 | 85.77 | humidity | 70 | 43200 | > th | dose dependent | rect. | 5 | 2 |
466 | 85.79 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 19 |
471 | 85.80 | temperature | 20 | 1440 | > th | dose independent | rect. | 14 | 23 |
506 | 85.84 | temperature | 20 | 1440 | > th | dose independent | rect. | 10 | 23 |
511 | 85.84 | temperature | 20 | 1440 | < th | dose dependent | rect. | 22 | 20 |
525 | 85.86 | wind | 1 | 43200 | < th | dose independent | rect. | 20 | 18 |
538 | 85.87 | wind | 1 | 14400 | > th | dose independent | rect. | 23 | 5 |
540 | 85.87 | wind | 1 | 43200 | < th | dose independent | rect. | 22 | 16 |
545 | 85.87 | wind | 1 | 43200 | < th | dose independent | rect. | 20 | 20 |
546 | 85.87 | wind | 1 | 43200 | < th | dose independent | rect. | 17 | 21 |
578 | 85.89 | temperature | 20 | 1440 | < th | dose dependent | rect. | 10 | 22 |
592 | 85.90 | temperature | 20 | 1440 | < th | dose dependent | no | NA | NA |
597 | 85.90 | temperature | 20 | 1440 | < th | dose dependent | rect. | 14 | 21 |
638 | 85.92 | temperature | 20 | 1440 | < th | dose dependent | rect. | 14 | 19 |
753 | 86.01 | wind | 1 | 43200 | > th | dose independent | rect. | 22 | 14 |
784 | 86.04 | wind | 1 | 43200 | > th | dose independent | rect. | 22 | 17 |
837 | 86.09 | wind | 1 | 43200 | > th | dose independent | rect. | 16 | 20 |
839 | 86.09 | wind | 1 | 43200 | < th | dose independent | rect. | 3 | 21 |
848 | 86.10 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 8 |
869 | 86.11 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 22 |
876 | 86.12 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 22 |
884 | 86.12 | humidity | 70 | 43200 | > th | dose dependent | rect. | 16 | 16 |
905 | 86.14 | wind | 1 | 43200 | > th | dose independent | rect. | 20 | 20 |
908 | 86.14 | wind | 1 | 43200 | < th | dose independent | rect. | 13 | 23 |
913 | 86.15 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 8 |
944 | 86.16 | wind | 1 | 43200 | < th | dose independent | rect. | 5 | 23 |
945 | 86.16 | wind | 1 | 43200 | < th | dose independent | rect. | 22 | 23 |
969 | 86.18 | wind | 1 | 43200 | < th | dose independent | no | NA | NA |
980 | 86.18 | wind | 1 | 43200 | > th | dose independent | rect. | 20 | 23 |
987 | 86.19 | wind | 3 | 14400 | < th | dose independent | rect. | 15 | 16 |
991 | 86.19 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 7 |