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Os07g0643000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing 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 independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
423.85 | 0.967 | 5.82 | -2.24 | 1.4 | -3.27 | -1.22 | -4.92 | -0.232 | 8.45 | 1.139 | 24570 | 16 | 14 |
437.8 | 0.975 | 5.77 | -1.16 | 1.53 | -3.91 | -1.28 | -- | 0.202 | 8.28 | 1.512 | 25933 | 16.3 | 14 |
423.16 | 0.958 | 5.82 | -2.23 | 1.33 | -3.17 | -- | -4.73 | -0.224 | 8.25 | 1.191 | 25184 | 16.3 | 14 |
439.45 | 0.976 | 5.76 | -1.08 | 1.42 | -4.01 | -- | -- | 0.192 | 8.2 | 1.51 | 25946 | 16.3 | 14.1 |
447.01 | 0.985 | 5.82 | -0.437 | -- | -4.62 | -- | -3.75 | 0.121 | -- | 1.41 | 25268 | 10.2 | 16.3 |
821.49 | 1.34 | 6.02 | -1.18 | 1.44 | -- | -1.11 | -- | -1.11 | 8.72 | -- | -- | -- | -- |
825.57 | 1.35 | 6.02 | -1.21 | 1.44 | -- | -- | -- | -1.11 | 8.73 | -- | -- | -- | -- |
454.83 | 0.993 | 5.81 | 0.173 | -- | -4.41 | -- | -- | 0.312 | -- | 1.88 | 26743 | 10.3 | 16.3 |
447.56 | 0.985 | 5.72 | -- | 1.46 | -3.79 | -- | -- | 0.299 | 8.1 | 1.381 | 28830 | 16.4 | 15.1 |
942.79 | 1.43 | 6.05 | -1.21 | -- | -- | -- | -- | -1.1 | -- | -- | -- | -- | -- |
864.37 | 1.38 | 5.98 | -- | 1.44 | -- | -- | -- | -0.977 | 8.79 | -- | -- | -- | -- |
451.98 | 0.99 | 5.8 | -- | -- | -4.47 | -- | -- | 0.225 | -- | 1.98 | 26733 | 10.2 | 16.5 |
981.46 | 1.46 | 6.02 | -- | -- | -- | -- | -- | -0.967 | -- | -- | -- | -- | -- |
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 | 425.20 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 14 | 4 |
3 | 426.51 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
4 | 426.84 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 14 | 4 |
5 | 427.09 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 13 | 6 |
6 | 427.29 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
21 | 431.16 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
25 | 431.94 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 16 | 6 |
29 | 432.06 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 14 | 8 |
33 | 432.24 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 16 | 4 |
52 | 433.25 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
62 | 434.07 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
98 | 435.87 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
112 | 436.64 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
141 | 437.91 | humidity | 80.0 | 43200 | > th | dose independent | sin | 21 | NA |
157 | 438.69 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 19 | NA |
191 | 439.62 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 19 | 8 |
192 | 439.62 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 21 |
210 | 440.15 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 18 | 7 |
251 | 441.04 | humidity | 80.0 | 43200 | < th | dose independent | sin | 21 | NA |
271 | 441.37 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 1 | 19 |
333 | 442.65 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
385 | 443.34 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 15 |
386 | 443.34 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 15 |
389 | 443.36 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 4 |
392 | 443.37 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 15 |
401 | 443.52 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 15 | 13 |
406 | 443.57 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 13 |
409 | 443.57 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 13 |
410 | 443.60 | humidity | 90.0 | 43200 | > th | dose independent | sin | 14 | NA |
418 | 443.64 | humidity | 90.0 | 43200 | < th | dose independent | sin | 16 | NA |
447 | 444.05 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 2 |
472 | 444.23 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 1 |
475 | 444.23 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 1 |
480 | 444.27 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 3 |
486 | 444.34 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 19 | 11 |
505 | 444.48 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 22 | 8 |
511 | 444.52 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 7 |
513 | 444.52 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 7 |
515 | 444.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 7 |
516 | 444.57 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 19 | 15 |
533 | 444.80 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
550 | 444.97 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 1 |
552 | 444.97 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 6 | 2 |
565 | 445.08 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 17 |
607 | 445.48 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 1 |
755 | 446.84 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 20 |
782 | 447.12 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 21 |
850 | 447.56 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 18 |
884 | 447.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 15 |
927 | 448.08 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
941 | 448.17 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
942 | 448.17 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
961 | 448.31 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 24 | 23 |