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Os01g0193500 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.61 | 0.251 | 10.9 | 0.00168 | 0.296 | 0.34 | 0.0526 | 0.541 | 0.0136 | 3.44 | 69 | 1181 | -- | -- |
28.96 | 0.251 | 10.9 | 0.0816 | 0.274 | 0.398 | -0.142 | -- | 0.0334 | 2.56 | 69 | 1060 | -- | -- |
28.46 | 0.248 | 10.9 | 0.0116 | 0.287 | 0.375 | -- | 0.545 | 0.0152 | 2.71 | 69.18 | 1067 | -- | -- |
29.03 | 0.251 | 10.9 | 0.0803 | 0.28 | 0.396 | -- | -- | 0.0359 | 2.64 | 69 | 1060 | -- | -- |
30.46 | 0.257 | 10.9 | 0.119 | -- | 0.537 | -- | 0.184 | 0.072 | -- | 70.02 | 1774 | -- | -- |
34.05 | 0.274 | 10.9 | -0.00646 | 0.236 | -- | 0.087 | -- | 0.00715 | 4.72 | -- | -- | -- | -- |
34.07 | 0.273 | 10.9 | -0.00705 | 0.236 | -- | -- | -- | 0.00667 | 4.56 | -- | -- | -- | -- |
30.33 | 0.257 | 10.9 | 0.0987 | -- | 0.521 | -- | -- | 0.0749 | -- | 71 | 1778 | -- | -- |
29.15 | 0.251 | 10.9 | -- | 0.29 | 0.395 | -- | -- | 0.0228 | 2.71 | 70 | 1067 | -- | -- |
37.03 | 0.284 | 10.9 | 0.00206 | -- | -- | -- | -- | 0.0129 | -- | -- | -- | -- | -- |
34.07 | 0.273 | 10.9 | -- | 0.236 | -- | -- | -- | 0.00746 | 4.57 | -- | -- | -- | -- |
30.48 | 0.257 | 10.9 | -- | -- | 0.495 | -- | -- | 0.0689 | -- | 70 | 1775 | -- | -- |
37.03 | 0.284 | 10.9 | -- | -- | -- | -- | -- | 0.0126 | -- | -- | -- | -- | -- |
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 | 27.00 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
2 | 27.01 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
3 | 27.01 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
4 | 27.18 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
5 | 27.18 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 3 |
6 | 27.23 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 5 |
7 | 27.26 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 3 |
8 | 27.26 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 3 |
9 | 27.28 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 3 |
16 | 27.37 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 5 |
22 | 27.46 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 5 |
23 | 27.46 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 5 |
27 | 27.65 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 7 |
28 | 27.65 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 7 |
33 | 27.71 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
34 | 27.72 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 7 | 5 |
36 | 27.82 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
38 | 27.83 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
50 | 28.01 | wind | 9.0 | 14400 | < th | dose independent | rect. | 7 | 4 |
58 | 28.10 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
70 | 28.23 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
77 | 28.26 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
78 | 28.28 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
82 | 28.29 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
89 | 28.31 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 6 |
95 | 28.32 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
104 | 28.34 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
117 | 28.37 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 8 |
134 | 28.42 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
141 | 28.44 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
143 | 28.44 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 24 | 20 |
160 | 28.48 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 2 |
177 | 28.50 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 8 |
180 | 28.50 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 17 |
184 | 28.51 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
203 | 28.54 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
208 | 28.54 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
225 | 28.56 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 20 |
242 | 28.59 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 8 |
262 | 28.62 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 5 |
283 | 28.65 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
291 | 28.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
296 | 28.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
302 | 28.68 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 14 |
311 | 28.69 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 3 |
323 | 28.70 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
325 | 28.70 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 10 | 2 |
330 | 28.70 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 12 |
337 | 28.71 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
341 | 28.71 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
370 | 28.74 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 24 | 17 |
379 | 28.76 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
400 | 28.78 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 13 |
401 | 28.79 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
405 | 28.79 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 12 |
406 | 28.79 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 14 |
410 | 28.79 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 12 |
414 | 28.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
415 | 28.80 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 10 |
422 | 28.80 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 10 |
423 | 28.80 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 11 |
427 | 28.81 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 19 | 19 |
444 | 28.82 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
449 | 28.82 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
461 | 28.83 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 11 |
463 | 28.83 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 14 |
465 | 28.83 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 17 |
476 | 28.84 | precipitation | 0.1 | 720 | < th | dose independent | sin | 1 | NA |
477 | 28.84 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
482 | 28.84 | precipitation | 0.1 | 720 | < th | dose dependent | sin | 1 | NA |
484 | 28.84 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
487 | 28.84 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
492 | 28.85 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
502 | 28.85 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 13 |
511 | 28.86 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
513 | 28.86 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
520 | 28.86 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 17 |
525 | 28.86 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
529 | 28.86 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 17 |
541 | 28.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 10 |
546 | 28.88 | wind | 3.0 | 43200 | < th | dose independent | sin | 7 | NA |
552 | 28.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 13 |
567 | 28.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
599 | 28.90 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 22 | 16 |
615 | 28.91 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 19 | 19 |
616 | 28.91 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 6 | 5 |
634 | 28.92 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
642 | 28.93 | humidity | 70.0 | 1440 | > th | dose independent | sin | 3 | NA |
719 | 28.96 | wind | 3.0 | 43200 | < th | dose independent | rect. | 4 | 9 |
745 | 28.97 | precipitation | 0.1 | 720 | > th | dose independent | sin | 2 | NA |
786 | 28.99 | wind | 3.0 | 43200 | > th | dose independent | sin | 7 | NA |
828 | 29.01 | humidity | 80.0 | 1440 | < th | dose independent | sin | 5 | NA |
889 | 29.03 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 19 | 21 |
890 | 29.03 | wind | 3.0 | 43200 | < th | dose dependent | sin | 7 | NA |
896 | 29.03 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 18 |
901 | 29.04 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 6 |
920 | 29.04 | humidity | 60.0 | 1440 | > th | dose dependent | sin | 4 | NA |
925 | 29.04 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 6 |
952 | 29.05 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
975 | 29.06 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 2 |
980 | 29.06 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 24 | 11 |
984 | 29.06 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 24 | 14 |