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Os01g0184800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Phosducin 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.11 | 0.29 | 11.8 | 0.508 | 0.849 | 0.372 | -0.104 | -0.447 | 0.316 | 3.42 | 19.46 | 1340 | -- | -- |
38.54 | 0.289 | 11.8 | 0.479 | 0.842 | 0.37 | -0.0586 | -- | 0.301 | 3.38 | 19.78 | 1341 | -- | -- |
38.15 | 0.288 | 11.8 | 0.509 | 0.848 | 0.374 | -- | -0.432 | 0.316 | 3.41 | 19.48 | 1339 | -- | -- |
38.45 | 0.289 | 11.8 | 0.485 | 0.848 | 0.363 | -- | -- | 0.3 | 3.47 | 29.26 | 1319 | -- | -- |
51.53 | 0.334 | 11.8 | 0.524 | -- | 1.01 | -- | -0.0205 | 0.331 | -- | 34.72 | 429 | -- | -- |
43.23 | 0.308 | 11.8 | 0.436 | 0.811 | -- | -0.122 | -- | 0.222 | 3.66 | -- | -- | -- | -- |
43.28 | 0.308 | 11.8 | 0.438 | 0.811 | -- | -- | -- | 0.223 | 3.65 | -- | -- | -- | -- |
42.14 | 0.302 | 11.8 | 0.406 | -- | 0.81 | -- | -- | 0.368 | -- | 7.53 | 453 | -- | -- |
44.46 | 0.311 | 11.8 | -- | 0.838 | 0.364 | -- | -- | 0.302 | 3.53 | 29.92 | 19719 | -- | -- |
79.76 | 0.417 | 11.8 | 0.472 | -- | -- | -- | -- | 0.244 | -- | -- | -- | -- | -- |
48.33 | 0.325 | 11.8 | -- | 0.819 | -- | -- | -- | 0.174 | 3.65 | -- | -- | -- | -- |
46.5 | 0.318 | 11.8 | -- | -- | 0.851 | -- | -- | 0.353 | -- | 8.41 | 457 | -- | -- |
85.64 | 0.432 | 11.8 | -- | -- | -- | -- | -- | 0.192 | -- | -- | -- | -- | -- |
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 | 36.45 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
2 | 36.64 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 6 | 2 |
17 | 36.70 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 6 | 2 |
18 | 36.70 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 21 | 11 |
23 | 36.75 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 17 | 15 |
26 | 36.78 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 24 | 8 |
28 | 36.79 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 2 | 6 |
32 | 36.92 | radiation | 30.0 | 4320 | > th | dose independent | rect. | 16 | 16 |
33 | 36.93 | radiation | 30.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
62 | 37.03 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
63 | 37.03 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
65 | 37.13 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
66 | 37.19 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
67 | 37.19 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 3 |
72 | 37.24 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
90 | 37.43 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 18 | 1 |
91 | 37.43 | radiation | 10.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
106 | 37.48 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 2 |
109 | 37.53 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 2 |
112 | 37.54 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 7 | 6 |
113 | 37.55 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 8 | 4 |
119 | 37.59 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 16 | 20 |
120 | 37.59 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 8 | 4 |
122 | 37.60 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 8 | 4 |
124 | 37.61 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 18 | 1 |
132 | 37.64 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 2 | 11 |
135 | 37.64 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 22 | 15 |
229 | 37.75 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 8 | 2 |
288 | 37.80 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
310 | 37.83 | wind | 7.0 | 43200 | > th | dose independent | rect. | 2 | 12 |
311 | 37.83 | wind | 7.0 | 43200 | > th | dose independent | rect. | 23 | 15 |
334 | 37.84 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 21 | 15 |
338 | 37.85 | wind | 7.0 | 43200 | > th | dose independent | rect. | 20 | 18 |
342 | 37.85 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 2 | 10 |
346 | 37.85 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 18 |
348 | 37.86 | wind | 7.0 | 43200 | < th | dose independent | rect. | 3 | 11 |
350 | 37.86 | wind | 7.0 | 43200 | < th | dose independent | rect. | 23 | 15 |
361 | 37.87 | wind | 7.0 | 43200 | < th | dose independent | rect. | 20 | 18 |
404 | 37.93 | wind | 7.0 | 43200 | > th | dose independent | sin | 6 | NA |
423 | 37.95 | wind | 7.0 | 43200 | < th | dose independent | sin | 6 | NA |
424 | 37.95 | radiation | 30.0 | 1440 | < th | dose independent | sin | 8 | NA |
434 | 37.95 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 7 | 15 |
441 | 37.96 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 9 | 13 |
445 | 37.97 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
452 | 37.97 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 3 | 11 |
457 | 37.98 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 16 | 6 |
465 | 37.98 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 7 | 3 |
486 | 37.99 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 10 |
489 | 37.99 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 23 | 15 |
497 | 38.00 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 12 | 13 |
499 | 38.00 | radiation | 10.0 | 1440 | > th | dose dependent | sin | 8 | NA |
521 | 38.01 | radiation | 30.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
523 | 38.01 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 16 | 6 |
533 | 38.01 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 7 | 3 |
534 | 38.01 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 4 |
544 | 38.02 | radiation | 30.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
563 | 38.02 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |
566 | 38.02 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 6 |
580 | 38.03 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 10 | 12 |
590 | 38.03 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 20 |
592 | 38.03 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 11 | 1 |
619 | 38.04 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
625 | 38.04 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 12 | 13 |
629 | 38.04 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 12 | 16 |
633 | 38.04 | wind | 5.0 | 43200 | > th | dose dependent | sin | 5 | NA |
668 | 38.05 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
669 | 38.05 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
670 | 38.05 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
757 | 38.07 | temperature | 20.0 | 14400 | > th | dose independent | sin | 15 | NA |
778 | 38.07 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 3 | 2 |
788 | 38.07 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 14 |
800 | 38.08 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 3 |
811 | 38.08 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 4 |
876 | 38.09 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 4 |
891 | 38.10 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 4 |
898 | 38.10 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 13 | 15 |
912 | 38.10 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
942 | 38.11 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 8 | 6 |
956 | 38.12 | temperature | 20.0 | 14400 | < th | dose independent | sin | 15 | NA |
993 | 38.13 | wind | 9.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
994 | 38.13 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 2 |