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Os10g0431100 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59.52 | 0.362 | 6.77 | 1.5 | 0.385 | -1.89 | -0.0631 | 1.16 | 0.379 | 21.9 | 8.883 | 647 | -- | -- |
60.54 | 0.362 | 6.79 | 1.33 | 0.373 | -1.82 | 0.0109 | -- | 0.322 | 22.6 | 10.67 | 713 | -- | -- |
59.51 | 0.359 | 6.77 | 1.5 | 0.38 | -1.91 | -- | 1.18 | 0.38 | 21.3 | 9.183 | 599 | -- | -- |
60.47 | 0.362 | 6.79 | 1.3 | 0.387 | -1.88 | -- | -- | 0.327 | 21.9 | 8.535 | 650 | -- | -- |
64.77 | 0.375 | 6.77 | 1.44 | -- | -1.66 | -- | 1.56 | 0.337 | -- | 10.37 | 358 | -- | -- |
103.07 | 0.476 | 6.85 | 0.843 | 0.228 | -- | 0.0161 | -- | 0.0399 | 4.16 | -- | -- | -- | -- |
103.07 | 0.475 | 6.85 | 0.843 | 0.228 | -- | -- | -- | 0.0398 | 4.16 | -- | -- | -- | -- |
65.7 | 0.378 | 6.78 | 1.35 | -- | -1.55 | -- | -- | 0.332 | -- | 10.3 | 1808 | -- | -- |
99.59 | 0.465 | 6.84 | -- | 0.22 | -1.32 | -- | -- | 0.108 | 21.4 | 13.16 | 488 | -- | -- |
105.88 | 0.481 | 6.85 | 0.852 | -- | -- | -- | -- | 0.0459 | -- | -- | -- | -- | -- |
121.81 | 0.516 | 6.87 | -- | 0.244 | -- | -- | -- | -0.0541 | 4.1 | -- | -- | -- | -- |
101.13 | 0.468 | 6.84 | -- | -- | -1.21 | -- | -- | 0.091 | -- | 14.52 | 352 | -- | -- |
125.05 | 0.522 | 6.87 | -- | -- | -- | -- | -- | -0.0487 | -- | -- | -- | -- | -- |
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 | 58.42 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 21 |
5 | 58.70 | temperature | 30 | 720 | < th | dose dependent | rect. | 16 | 21 |
27 | 59.15 | temperature | 15 | 720 | > th | dose dependent | rect. | 15 | 22 |
46 | 59.48 | temperature | 30 | 270 | < th | dose dependent | rect. | 20 | 23 |
52 | 59.67 | temperature | 10 | 720 | > th | dose dependent | no | NA | NA |
54 | 59.68 | temperature | 10 | 720 | > th | dose dependent | rect. | 10 | 23 |
59 | 59.71 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 23 |
60 | 59.72 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
64 | 59.77 | temperature | 10 | 720 | > th | dose dependent | rect. | 8 | 23 |
70 | 59.85 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 23 |
79 | 59.92 | temperature | 15 | 720 | > th | dose dependent | rect. | 23 | 23 |
99 | 60.13 | temperature | 30 | 270 | < th | dose dependent | rect. | 7 | 23 |
103 | 60.16 | temperature | 30 | 720 | < th | dose dependent | rect. | 22 | 23 |
104 | 60.17 | temperature | 30 | 720 | < th | dose dependent | no | NA | NA |
108 | 60.21 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 23 |
129 | 60.42 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 23 |
137 | 60.47 | temperature | 30 | 720 | < th | dose dependent | rect. | 9 | 23 |
165 | 60.65 | temperature | 15 | 720 | > th | dose dependent | rect. | 6 | 23 |
174 | 60.72 | temperature | 30 | 720 | < th | dose dependent | rect. | 5 | 23 |
205 | 60.96 | temperature | 30 | 720 | < th | dose dependent | rect. | 3 | 23 |
307 | 61.71 | temperature | 10 | 720 | > th | dose dependent | sin | 10 | NA |
336 | 62.02 | radiation | 1 | 4320 | > th | dose dependent | rect. | 4 | 2 |
374 | 62.20 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
379 | 62.22 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
390 | 62.24 | temperature | 30 | 30 | < th | dose dependent | rect. | 13 | 23 |
391 | 62.25 | temperature | 30 | 30 | < th | dose dependent | rect. | 3 | 23 |
395 | 62.27 | temperature | 30 | 720 | < th | dose dependent | sin | 10 | NA |
403 | 62.30 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
414 | 62.34 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 23 |
415 | 62.34 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 23 |
454 | 62.47 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
576 | 62.70 | temperature | 25 | 4320 | < th | dose dependent | rect. | 1 | 2 |
592 | 62.72 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 6 |
593 | 62.72 | temperature | 30 | 4320 | < th | dose dependent | rect. | 21 | 6 |
622 | 62.76 | temperature | 30 | 1440 | < th | dose dependent | sin | 14 | NA |
633 | 62.78 | temperature | 10 | 1440 | > th | dose dependent | sin | 6 | NA |
638 | 62.79 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 11 |
649 | 62.80 | temperature | 30 | 4320 | < th | dose dependent | rect. | 23 | 4 |
684 | 62.83 | temperature | 10 | 4320 | > th | dose dependent | rect. | 23 | 4 |
738 | 62.86 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 23 |
828 | 62.93 | temperature | 10 | 1440 | > th | dose dependent | sin | 13 | NA |
830 | 62.93 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 2 |
976 | 63.03 | radiation | 40 | 4320 | < th | dose dependent | rect. | 3 | 3 |