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Os09g0135100 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
108.91 | 0.49 | 7.17 | 0.599 | 0.368 | 0.942 | 0.45 | -1.22 | 0.3 | 7.59 | 28.8 | 1704 | -- | -- |
109.52 | 0.487 | 7.2 | 0.305 | 0.409 | 0.835 | 0.385 | -- | 0.218 | 7.4 | 28.89 | 1710 | -- | -- |
109.45 | 0.487 | 7.17 | 0.585 | 0.372 | 0.933 | -- | -1.13 | 0.292 | 7.36 | 28.9 | 1704 | -- | -- |
109.9 | 0.488 | 7.21 | 0.314 | 0.398 | 0.825 | -- | -- | 0.217 | 7.23 | 28.9 | 1704 | -- | -- |
115.82 | 0.501 | 7.17 | 0.686 | -- | 1.06 | -- | -1.42 | 0.337 | -- | 28.7 | 1803 | -- | -- |
135.64 | 0.546 | 7.23 | 0.0336 | 0.465 | -- | 0.423 | -- | 0.106 | 7.33 | -- | -- | -- | -- |
136.09 | 0.546 | 7.23 | 0.042 | 0.468 | -- | -- | -- | 0.105 | 7.14 | -- | -- | -- | -- |
116.59 | 0.503 | 7.21 | 0.313 | -- | 0.921 | -- | -- | 0.229 | -- | 28.86 | 1811 | -- | -- |
111.99 | 0.493 | 7.21 | -- | 0.403 | 0.78 | -- | -- | 0.179 | 7.19 | 28.8 | 1704 | -- | -- |
147.65 | 0.568 | 7.24 | 0.0508 | -- | -- | -- | -- | 0.113 | -- | -- | -- | -- | -- |
136.14 | 0.546 | 7.23 | -- | 0.468 | -- | -- | -- | 0.1 | 7.13 | -- | -- | -- | -- |
119.03 | 0.508 | 7.22 | -- | -- | 0.863 | -- | -- | 0.188 | -- | 28.82 | 1823 | -- | -- |
147.72 | 0.567 | 7.24 | -- | -- | -- | -- | -- | 0.108 | -- | -- | -- | -- | -- |
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 | 106.80 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
2 | 107.26 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 1 | 18 |
4 | 107.41 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 9 | 17 |
15 | 107.75 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 18 | NA |
23 | 107.89 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 2 | 14 |
32 | 108.19 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 3 | NA |
39 | 108.45 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
44 | 108.50 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 5 | 20 |
59 | 108.67 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 4 | 11 |
62 | 108.70 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 3 | 14 |
63 | 108.71 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 18 | 2 |
65 | 108.72 | humidity | 80.0 | 43200 | > th | dose independent | sin | 2 | NA |
68 | 108.74 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
77 | 108.91 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
80 | 108.94 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 17 | 12 |
89 | 109.01 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 8 |
96 | 109.04 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
105 | 109.09 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
106 | 109.09 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
113 | 109.10 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 13 | 17 |
121 | 109.13 | temperature | 25.0 | 14400 | > th | dose dependent | sin | 14 | NA |
126 | 109.14 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 8 |
136 | 109.15 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 13 | 8 |
141 | 109.16 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 10 |
145 | 109.16 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 13 | 10 |
150 | 109.17 | wind | 3.0 | 43200 | < th | dose independent | rect. | 2 | 2 |
152 | 109.17 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 8 |
169 | 109.18 | temperature | 30.0 | 14400 | < th | dose independent | sin | 14 | NA |
184 | 109.19 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 4 |
199 | 109.20 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
200 | 109.20 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 2 | 16 |
215 | 109.22 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
216 | 109.22 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 3 |
250 | 109.25 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
265 | 109.27 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 1 | 10 |
267 | 109.27 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 15 | NA |
268 | 109.27 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 4 |
314 | 109.30 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 1 | 12 |
326 | 109.30 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 21 |
327 | 109.31 | temperature | 30.0 | 14400 | > th | dose independent | sin | 14 | NA |
376 | 109.33 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 14 | 13 |
399 | 109.36 | wind | 7.0 | 43200 | > th | dose independent | rect. | 5 | 8 |
417 | 109.37 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 16 | 22 |
458 | 109.40 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 22 | 23 |
459 | 109.41 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
475 | 109.41 | temperature | 25.0 | 14400 | > th | dose dependent | no | NA | NA |
477 | 109.41 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 1 | 20 |
490 | 109.42 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
491 | 109.42 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
493 | 109.42 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 3 | 14 |
578 | 109.46 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 19 | 23 |
597 | 109.48 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
602 | 109.49 | humidity | 80.0 | 43200 | < th | dose independent | sin | 2 | NA |
603 | 109.49 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 3 | 8 |
636 | 109.52 | temperature | 25.0 | 14400 | > th | dose independent | sin | 6 | NA |
662 | 109.54 | wind | 7.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
664 | 109.54 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 1 | 12 |
682 | 109.56 | wind | 3.0 | 43200 | > th | dose independent | rect. | 2 | 3 |
719 | 109.59 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 4 | 5 |
722 | 109.59 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 19 | 19 |
723 | 109.59 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 2 | 19 |
742 | 109.61 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 4 | 12 |
747 | 109.62 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 2 | 7 |
757 | 109.63 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 2 |
764 | 109.63 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 2 |
771 | 109.64 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
777 | 109.64 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
834 | 109.70 | wind | 7.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
837 | 109.70 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 17 | 21 |
878 | 109.73 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
890 | 109.74 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 2 |
910 | 109.75 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 20 |
922 | 109.77 | temperature | 25.0 | 14400 | < th | dose independent | sin | 5 | NA |
934 | 109.78 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 17 |
949 | 109.79 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 23 | 15 |
967 | 109.81 | wind | 7.0 | 43200 | < th | dose independent | rect. | 5 | 8 |