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Os01g0974300 |
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 dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.96 | 0.233 | 8.75 | 0.222 | 0.623 | 0.486 | -0.323 | 1.52 | 0.249 | 6.48 | 10 | 10 | -- | -- |
26.8 | 0.243 | 8.77 | 0.00971 | 0.616 | 0.542 | -0.458 | -- | 0.187 | 6.32 | 10 | 10 | -- | -- |
25.17 | 0.235 | 8.75 | 0.226 | 0.62 | 0.493 | -- | 1.59 | 0.252 | 6.5 | 10 | 10 | -- | -- |
27.27 | 0.245 | 8.77 | 0.00983 | 0.611 | 0.517 | -- | -- | 0.192 | 6.53 | 10 | 10 | -- | -- |
43.82 | 0.31 | 8.75 | 0.32 | -- | 0.112 | -- | 1.42 | 0.313 | -- | 20 | 6 | -- | -- |
29.64 | 0.255 | 8.76 | 0.114 | 0.563 | -- | -0.268 | -- | 0.264 | 7.28 | -- | -- | -- | -- |
29.8 | 0.256 | 8.76 | 0.109 | 0.562 | -- | -- | -- | 0.265 | 7.43 | -- | -- | -- | -- |
45.7 | 0.316 | 8.78 | 0.0723 | -- | 0.255 | -- | -- | 0.24 | -- | 10 | 10 | -- | -- |
27.27 | 0.245 | 8.77 | -- | 0.611 | 0.522 | -- | -- | 0.191 | 6.52 | 10 | 10 | -- | -- |
46.63 | 0.319 | 8.77 | 0.118 | -- | -- | -- | -- | 0.274 | -- | -- | -- | -- | -- |
30.12 | 0.257 | 8.76 | -- | 0.563 | -- | -- | -- | 0.253 | 7.42 | -- | -- | -- | -- |
45.83 | 0.316 | 8.78 | -- | -- | 0.278 | -- | -- | 0.229 | -- | 10 | 10 | -- | -- |
46.99 | 0.32 | 8.77 | -- | -- | -- | -- | -- | 0.261 | -- | -- | -- | -- | -- |
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 | 24.30 | temperature | 10 | 10 | > th | dose dependent | rect. | 3 | 23 |
4 | 24.53 | temperature | 20 | 10 | > th | dose dependent | rect. | 5 | 21 |
6 | 24.59 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 17 |
7 | 24.59 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 19 |
12 | 24.67 | temperature | 20 | 10 | > th | dose dependent | rect. | 5 | 19 |
23 | 24.76 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 23 |
32 | 24.84 | temperature | 20 | 10 | > th | dose dependent | rect. | 19 | 23 |
47 | 24.90 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 23 |
49 | 24.90 | temperature | 15 | 10 | > th | dose dependent | rect. | 21 | 23 |
57 | 24.94 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 23 |
58 | 24.95 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 15 |
60 | 24.96 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
78 | 25.00 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 17 |
89 | 25.03 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 23 |
90 | 25.03 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 23 |
91 | 25.03 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 23 |
95 | 25.05 | atmosphere | 1000 | 720 | > th | dose independent | rect. | 17 | 10 |
102 | 25.06 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 23 |
107 | 25.07 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 23 |
127 | 25.11 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
131 | 25.12 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
138 | 25.13 | temperature | 30 | 10 | < th | dose dependent | rect. | 23 | 23 |
141 | 25.14 | temperature | 30 | 90 | < th | dose dependent | rect. | 12 | 17 |
143 | 25.14 | temperature | 20 | 10 | > th | dose dependent | rect. | 13 | 23 |
148 | 25.15 | temperature | 30 | 10 | < th | dose dependent | rect. | 9 | 23 |
149 | 25.15 | temperature | 30 | 10 | < th | dose dependent | rect. | 19 | 23 |
192 | 25.23 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
198 | 25.24 | temperature | 20 | 10 | > th | dose dependent | rect. | 17 | 23 |
229 | 25.31 | temperature | 30 | 10 | < th | dose dependent | rect. | 7 | 23 |
230 | 25.31 | temperature | 30 | 10 | < th | dose dependent | rect. | 21 | 23 |
235 | 25.33 | atmosphere | 1000 | 10 | > th | dose independent | sin | 10 | NA |
237 | 25.33 | atmosphere | 1000 | 270 | > th | dose independent | sin | 10 | NA |
238 | 25.33 | temperature | 30 | 10 | < th | dose dependent | rect. | 12 | 19 |
285 | 25.39 | temperature | 30 | 90 | < th | dose dependent | rect. | 15 | 14 |
291 | 25.40 | temperature | 10 | 10 | > th | dose dependent | sin | 20 | NA |
319 | 25.43 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 21 |
320 | 25.43 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 21 |
325 | 25.43 | temperature | 20 | 10 | > th | dose dependent | rect. | 11 | 23 |
404 | 25.53 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 19 |
423 | 25.55 | temperature | 25 | 90 | < th | dose independent | rect. | 12 | 17 |
435 | 25.56 | radiation | 10 | 90 | < th | dose independent | rect. | 6 | 23 |
464 | 25.58 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 17 | 11 |
466 | 25.58 | temperature | 30 | 10 | < th | dose dependent | sin | 16 | NA |
468 | 25.58 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 17 |
473 | 25.58 | radiation | 20 | 10 | < th | dose dependent | rect. | 6 | 23 |
493 | 25.61 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 17 | 16 |
509 | 25.62 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 17 | 14 |
510 | 25.62 | temperature | 25 | 10 | < th | dose independent | rect. | 13 | 16 |
540 | 25.64 | atmosphere | 1000 | 720 | > th | dose independent | rect. | 20 | 15 |
552 | 25.65 | atmosphere | 1000 | 270 | > th | dose independent | sin | 5 | NA |
569 | 25.65 | radiation | 20 | 90 | < th | dose dependent | rect. | 5 | 23 |
582 | 25.66 | temperature | 30 | 10 | < th | dose dependent | rect. | 3 | 23 |
620 | 25.69 | atmosphere | 1000 | 720 | > th | dose independent | rect. | 17 | 1 |
655 | 25.71 | temperature | 25 | 90 | < th | dose independent | rect. | 15 | 14 |
681 | 25.73 | atmosphere | 1000 | 30 | > th | dose independent | sin | 16 | NA |
685 | 25.73 | temperature | 25 | 90 | < th | dose independent | rect. | 12 | 19 |
720 | 25.75 | temperature | 25 | 10 | < th | dose independent | rect. | 12 | 22 |
734 | 25.76 | atmosphere | 1000 | 10 | > th | dose independent | sin | 3 | NA |
788 | 25.78 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 22 | 11 |
808 | 25.78 | radiation | 20 | 10 | < th | dose dependent | rect. | 17 | 23 |
980 | 25.87 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 11 |
995 | 25.88 | temperature | 25 | 10 | > th | dose independent | rect. | 7 | 23 |