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Os08g0484700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Homeodomain-like 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.75 | 0.273 | 13.7 | 0.226 | 0.381 | 0.432 | 0.288 | 0.521 | -0.0705 | 5.64 | 20.02 | 248 | -- | -- |
34.28 | 0.273 | 13.7 | 0.189 | 0.389 | 0.38 | 0.116 | -- | -0.0855 | 5.85 | 20.49 | 346 | -- | -- |
33.94 | 0.271 | 13.7 | 0.224 | 0.379 | 0.428 | -- | 0.471 | -0.0718 | 5.59 | 20.1 | 244 | -- | -- |
34.22 | 0.272 | 13.7 | 0.18 | 0.363 | 0.362 | -- | -- | -0.0925 | 5.87 | 20.5 | 346 | -- | -- |
40.91 | 0.3 | 13.7 | 0.217 | -- | 0.27 | -- | 0.0127 | -0.0619 | -- | 20.1 | 244 | -- | -- |
38.6 | 0.291 | 13.7 | 0.273 | 0.325 | -- | 0.0599 | -- | -0.0212 | 6.05 | -- | -- | -- | -- |
38.61 | 0.291 | 13.7 | 0.274 | 0.326 | -- | -- | -- | -0.0214 | 6.04 | -- | -- | -- | -- |
40.91 | 0.299 | 13.7 | 0.215 | -- | 0.269 | -- | -- | -0.0624 | -- | 20.1 | 244 | -- | -- |
34.85 | 0.275 | 13.7 | -- | 0.358 | 0.389 | -- | -- | -0.101 | 5.81 | 20.4 | 349 | -- | -- |
44.11 | 0.31 | 13.7 | 0.283 | -- | -- | -- | -- | -0.0141 | -- | -- | -- | -- | -- |
40.59 | 0.298 | 13.7 | -- | 0.33 | -- | -- | -- | -0.0519 | 6 | -- | -- | -- | -- |
42.08 | 0.303 | 13.7 | -- | -- | 0.301 | -- | -- | -0.091 | -- | 20.1 | 244 | -- | -- |
46.22 | 0.317 | 13.7 | -- | -- | -- | -- | -- | -0.0455 | -- | -- | -- | -- | -- |
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 | 31.90 | temperature | 20 | 270 | > th | dose independent | rect. | 19 | 13 |
5 | 32.11 | temperature | 20 | 10 | > th | dose independent | rect. | 21 | 12 |
15 | 32.50 | temperature | 20 | 270 | > th | dose independent | rect. | 2 | 22 |
21 | 32.67 | temperature | 20 | 10 | > th | dose independent | sin | 7 | NA |
22 | 32.68 | temperature | 20 | 270 | < th | dose independent | rect. | 22 | 6 |
27 | 32.75 | temperature | 20 | 10 | < th | dose independent | sin | 7 | NA |
37 | 32.85 | humidity | 80 | 1440 | < th | dose independent | rect. | 21 | 19 |
45 | 32.92 | temperature | 20 | 720 | > th | dose independent | rect. | 20 | 5 |
47 | 32.94 | temperature | 20 | 10 | > th | dose independent | rect. | 18 | 15 |
49 | 32.94 | humidity | 80 | 1440 | > th | dose independent | rect. | 23 | 18 |
54 | 32.97 | temperature | 20 | 270 | > th | dose independent | sin | 10 | NA |
58 | 33.00 | temperature | 20 | 90 | > th | dose independent | sin | 8 | NA |
78 | 33.10 | temperature | 20 | 270 | < th | dose independent | sin | 10 | NA |
80 | 33.11 | temperature | 20 | 90 | < th | dose independent | sin | 8 | NA |
95 | 33.19 | temperature | 20 | 10 | < th | dose independent | rect. | 24 | 6 |
103 | 33.20 | temperature | 20 | 270 | < th | dose independent | rect. | 21 | 12 |
116 | 33.23 | temperature | 20 | 10 | < th | dose independent | rect. | 24 | 8 |
129 | 33.26 | temperature | 20 | 270 | > th | dose independent | rect. | 10 | 23 |
140 | 33.30 | temperature | 20 | 10 | > th | dose independent | rect. | 15 | 18 |
228 | 33.51 | temperature | 20 | 270 | < th | dose independent | rect. | 8 | 21 |
229 | 33.51 | temperature | 20 | 10 | > th | dose dependent | rect. | 22 | 11 |
286 | 33.61 | humidity | 70 | 270 | > th | dose dependent | rect. | 14 | 18 |
290 | 33.62 | temperature | 20 | 10 | < th | dose independent | rect. | 20 | 12 |
349 | 33.68 | humidity | 80 | 720 | < th | dose independent | rect. | 8 | 23 |
355 | 33.69 | temperature | 20 | 10 | < th | dose independent | rect. | 20 | 16 |
376 | 33.71 | humidity | 80 | 720 | > th | dose independent | rect. | 12 | 22 |
387 | 33.72 | humidity | 80 | 270 | > th | dose dependent | rect. | 2 | 22 |
397 | 33.73 | temperature | 25 | 10 | < th | dose dependent | sin | 6 | NA |
416 | 33.75 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 4 |
422 | 33.76 | humidity | 80 | 1440 | > th | dose independent | sin | 4 | NA |
442 | 33.77 | humidity | 80 | 1440 | < th | dose independent | sin | 4 | NA |
453 | 33.78 | temperature | 20 | 270 | > th | dose independent | no | NA | NA |
468 | 33.80 | temperature | 20 | 270 | < th | dose independent | no | NA | NA |
476 | 33.80 | temperature | 20 | 270 | < th | dose independent | rect. | 10 | 23 |
480 | 33.80 | humidity | 80 | 720 | < th | dose independent | rect. | 14 | 23 |
493 | 33.81 | temperature | 15 | 270 | > th | dose dependent | rect. | 21 | 11 |
514 | 33.82 | temperature | 20 | 10 | > th | dose independent | rect. | 21 | 23 |
527 | 33.83 | humidity | 80 | 720 | < th | dose independent | rect. | 11 | 23 |
531 | 33.84 | humidity | 80 | 720 | < th | dose independent | no | NA | NA |
556 | 33.85 | temperature | 20 | 90 | > th | dose independent | rect. | 21 | 23 |
564 | 33.86 | humidity | 80 | 720 | < th | dose independent | rect. | 5 | 23 |
619 | 33.90 | humidity | 80 | 720 | < th | dose independent | rect. | 16 | 23 |
633 | 33.91 | humidity | 80 | 720 | > th | dose independent | rect. | 4 | 20 |
659 | 33.92 | humidity | 80 | 720 | > th | dose independent | rect. | 1 | 23 |
679 | 33.93 | humidity | 70 | 720 | > th | dose dependent | rect. | 20 | 21 |
683 | 33.94 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 9 |
689 | 33.94 | humidity | 80 | 720 | > th | dose independent | rect. | 4 | 23 |
691 | 33.94 | humidity | 80 | 720 | < th | dose independent | rect. | 1 | 23 |
710 | 33.96 | humidity | 80 | 720 | > th | dose independent | no | NA | NA |
714 | 33.96 | humidity | 80 | 1440 | > th | dose independent | rect. | 8 | 9 |
729 | 33.96 | humidity | 70 | 1440 | > th | dose dependent | rect. | 1 | 16 |
842 | 34.03 | temperature | 20 | 90 | < th | dose dependent | rect. | 1 | 4 |
857 | 34.04 | humidity | 70 | 1440 | > th | dose dependent | rect. | 9 | 7 |
925 | 34.08 | temperature | 20 | 30 | < th | dose dependent | rect. | 24 | 8 |
943 | 34.09 | radiation | 10 | 720 | < th | dose dependent | rect. | 13 | 18 |
963 | 34.11 | temperature | 20 | 270 | < th | dose independent | rect. | 1 | 1 |
986 | 34.12 | humidity | 70 | 1440 | > th | dose independent | rect. | 10 | 6 |
994 | 34.12 | temperature | 25 | 10 | < th | dose dependent | rect. | 24 | 14 |
998 | 34.13 | temperature | 20 | 720 | < th | dose independent | sin | 16 | NA |