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Os04g0539100 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43.52 | 0.31 | 9.61 | 0.0309 | 1.16 | -0.421 | -0.067 | 2.59 | -0.39 | 9.57 | 9.991 | 1471 | -- | -- |
54.44 | 0.344 | 9.62 | 0.0445 | 1.16 | -0.42 | -0.164 | -- | -0.393 | 9.59 | 10 | 1535 | -- | -- |
43.49 | 0.307 | 9.61 | 0.0379 | 1.16 | -0.425 | -- | 2.6 | -0.39 | 9.53 | 10 | 1487 | -- | -- |
54.08 | 0.343 | 9.63 | 0.103 | 1.19 | -0.444 | -- | -- | -0.368 | 9.57 | 9.999 | 1534 | -- | -- |
96.49 | 0.46 | 9.64 | 0.131 | -- | -0.663 | -- | 0.495 | -0.256 | -- | 10 | 1621 | -- | -- |
58.58 | 0.359 | 9.63 | 0.0423 | 1.19 | -- | -0.202 | -- | -0.321 | 9.68 | -- | -- | -- | -- |
58.73 | 0.359 | 9.63 | 0.0344 | 1.19 | -- | -- | -- | -0.322 | 9.66 | -- | -- | -- | -- |
83.69 | 0.428 | 9.67 | 0.0505 | -- | -0.73 | -- | -- | -0.375 | -- | 3.51 | 1622 | -- | -- |
54.28 | 0.343 | 9.63 | -- | 1.15 | -0.438 | -- | -- | -0.375 | 9.6 | 9.99 | 1538 | -- | -- |
142.69 | 0.558 | 9.66 | 0.0241 | -- | -- | -- | -- | -0.32 | -- | -- | -- | -- | -- |
58.76 | 0.359 | 9.63 | -- | 1.19 | -- | -- | -- | -0.325 | 9.66 | -- | -- | -- | -- |
83.33 | 0.427 | 9.67 | -- | -- | -0.728 | -- | -- | -0.368 | -- | 2.976 | 1620 | -- | -- |
142.7 | 0.558 | 9.66 | -- | -- | -- | -- | -- | -0.322 | -- | -- | -- | -- | -- |
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 | 38.01 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 2 |
2 | 38.13 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
10 | 38.95 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 9 |
12 | 39.04 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 9 |
18 | 39.14 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 1 |
31 | 39.36 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 1 |
32 | 39.38 | radiation | 40 | 14400 | < th | dose independent | rect. | 24 | 8 |
33 | 39.39 | radiation | 40 | 14400 | < th | dose independent | rect. | 7 | 1 |
36 | 39.40 | radiation | 40 | 14400 | < th | dose independent | rect. | 18 | 14 |
39 | 39.42 | radiation | 40 | 14400 | < th | dose independent | rect. | 2 | 6 |
65 | 39.81 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 14 |
69 | 39.84 | humidity | 80 | 43200 | > th | dose dependent | rect. | 13 | 1 |
75 | 39.97 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 5 |
87 | 40.22 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 1 |
116 | 40.58 | radiation | 30 | 14400 | > th | dose dependent | rect. | 16 | 16 |
131 | 40.77 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 1 |
136 | 40.82 | radiation | 30 | 14400 | > th | dose dependent | rect. | 7 | 1 |
158 | 40.91 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 1 |
159 | 40.94 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 9 |
160 | 40.94 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 11 |
164 | 40.96 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 3 |
166 | 40.97 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 7 |
170 | 40.99 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 19 | 1 |
171 | 40.99 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 14 |
179 | 41.08 | radiation | 10 | 1440 | < th | dose independent | sin | 13 | NA |
182 | 41.09 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 7 |
200 | 41.23 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 1 |
202 | 41.23 | humidity | 80 | 43200 | > th | dose dependent | rect. | 3 | 14 |
206 | 41.26 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 12 |
207 | 41.27 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 1 |
216 | 41.31 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 1 |
218 | 41.31 | temperature | 15 | 43200 | < th | dose dependent | rect. | 5 | 2 |
227 | 41.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 1 |
235 | 41.35 | temperature | 15 | 43200 | < th | dose dependent | rect. | 3 | 17 |
247 | 41.37 | temperature | 15 | 43200 | < th | dose dependent | rect. | 3 | 14 |
261 | 41.41 | temperature | 15 | 1440 | > th | dose dependent | rect. | 2 | 1 |
275 | 41.45 | temperature | 15 | 43200 | < th | dose dependent | rect. | 4 | 5 |
295 | 41.48 | temperature | 15 | 43200 | < th | dose dependent | sin | 1 | NA |
322 | 41.55 | humidity | 80 | 43200 | > th | dose dependent | sin | 2 | NA |
337 | 41.58 | temperature | 25 | 1440 | < th | dose dependent | rect. | 2 | 1 |
344 | 41.60 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 1 |
404 | 41.72 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
410 | 41.73 | temperature | 15 | 43200 | < th | dose dependent | rect. | 13 | 1 |
421 | 41.75 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 4 |
445 | 41.81 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
455 | 41.82 | temperature | 15 | 43200 | < th | dose dependent | rect. | 12 | 8 |
464 | 41.84 | temperature | 15 | 43200 | < th | dose dependent | rect. | 12 | 21 |
469 | 41.85 | humidity | 90 | 43200 | < th | dose independent | rect. | 1 | 18 |
478 | 41.86 | temperature | 15 | 43200 | < th | dose dependent | no | NA | NA |
505 | 41.88 | temperature | 15 | 43200 | < th | dose dependent | rect. | 5 | 23 |
507 | 41.88 | temperature | 15 | 43200 | < th | dose dependent | rect. | 16 | 23 |
523 | 41.90 | temperature | 15 | 43200 | > th | dose independent | rect. | 13 | 1 |
553 | 41.92 | temperature | 15 | 43200 | < th | dose independent | rect. | 13 | 1 |
557 | 41.92 | temperature | 15 | 43200 | < th | dose dependent | rect. | 18 | 1 |
569 | 41.93 | temperature | 20 | 1440 | > th | dose independent | sin | 10 | NA |
570 | 41.93 | humidity | 90 | 43200 | < th | dose independent | sin | 3 | NA |
727 | 42.04 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 22 |
745 | 42.05 | temperature | 20 | 1440 | > th | dose dependent | sin | 10 | NA |
836 | 42.11 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 3 |
857 | 42.13 | humidity | 90 | 43200 | > th | dose independent | rect. | 24 | 18 |
874 | 42.14 | temperature | 15 | 43200 | < th | dose dependent | rect. | 21 | 1 |
884 | 42.15 | humidity | 90 | 43200 | > th | dose independent | sin | 4 | NA |
903 | 42.17 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 21 |
907 | 42.17 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
914 | 42.18 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 1 |
974 | 42.23 | temperature | 20 | 1440 | < th | dose independent | sin | 10 | NA |
985 | 42.24 | temperature | 15 | 43200 | < th | dose independent | rect. | 6 | 1 |
988 | 42.24 | humidity | 90 | 43200 | < th | dose independent | rect. | 7 | 20 |