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Os05g0414400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF659 domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
120.61 | 0.516 | 3.78 | -0.304 | 0.51 | 1.46 | 0.358 | -1.2 | -0.212 | 19.7 | 30.32 | 401 | -- | -- |
120.23 | 0.511 | 3.78 | -0.209 | 0.488 | 1.41 | 0.301 | -- | -0.196 | 19.7 | 30.6 | 506 | -- | -- |
120.33 | 0.511 | 3.77 | -0.215 | 0.474 | 1.41 | -- | 0.0369 | -0.198 | 19.6 | 30.4 | 516 | -- | -- |
120.32 | 0.511 | 3.77 | -0.223 | 0.485 | 1.41 | -- | -- | -0.201 | 19.5 | 30.46 | 517 | -- | -- |
130.3 | 0.532 | 3.76 | -0.269 | -- | 1.65 | -- | 0.137 | -0.225 | -- | 30.09 | 534 | -- | -- |
155.65 | 0.585 | 3.8 | -0.0246 | 0.89 | -- | 1.27 | -- | -0.317 | 18.9 | -- | -- | -- | -- |
159.73 | 0.592 | 3.8 | -0.0479 | 0.893 | -- | -- | -- | -0.314 | 19 | -- | -- | -- | -- |
130.31 | 0.532 | 3.76 | -0.281 | -- | 1.66 | -- | -- | -0.226 | -- | 30.08 | 534 | -- | -- |
121.61 | 0.514 | 3.76 | -- | 0.498 | 1.37 | -- | -- | -0.183 | 19.5 | 30.41 | 515 | -- | -- |
201.61 | 0.663 | 3.78 | -0.0661 | -- | -- | -- | -- | -0.331 | -- | -- | -- | -- | -- |
159.79 | 0.591 | 3.8 | -- | 0.893 | -- | -- | -- | -0.309 | 19 | -- | -- | -- | -- |
132.31 | 0.536 | 3.75 | -- | -- | 1.65 | -- | -- | -0.167 | -- | 30.27 | 525 | -- | -- |
201.72 | 0.663 | 3.78 | -- | -- | -- | -- | -- | -0.323 | -- | -- | -- | -- | -- |
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 | 121.11 | temperature | 30 | 270 | > th | dose independent | rect. | 14 | 21 |
2 | 121.31 | temperature | 30 | 270 | < th | dose independent | rect. | 7 | 23 |
8 | 122.05 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 8 |
9 | 122.13 | temperature | 30 | 270 | > th | dose independent | sin | 18 | NA |
12 | 122.26 | temperature | 30 | 270 | < th | dose independent | sin | 19 | NA |
13 | 122.27 | temperature | 30 | 720 | > th | dose dependent | sin | 7 | NA |
24 | 122.57 | temperature | 30 | 270 | < th | dose independent | rect. | 9 | 14 |
26 | 122.60 | temperature | 30 | 720 | > th | dose dependent | rect. | 8 | 5 |
40 | 122.61 | temperature | 30 | 270 | < th | dose independent | rect. | 20 | 23 |
62 | 122.99 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 5 |
94 | 123.12 | temperature | 25 | 270 | > th | dose dependent | sin | 17 | NA |
101 | 123.24 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 10 |
121 | 123.34 | temperature | 30 | 720 | > th | dose independent | sin | 7 | NA |
126 | 123.42 | temperature | 30 | 270 | < th | dose independent | rect. | 3 | 23 |
133 | 123.48 | temperature | 30 | 270 | > th | dose independent | rect. | 9 | 10 |
147 | 123.49 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 8 |
150 | 123.52 | temperature | 30 | 270 | > th | dose independent | no | NA | NA |
298 | 123.81 | temperature | 30 | 720 | < th | dose independent | rect. | 23 | 16 |
301 | 123.85 | temperature | 30 | 720 | < th | dose independent | sin | 7 | NA |
304 | 123.94 | temperature | 30 | 270 | < th | dose independent | no | NA | NA |
308 | 124.00 | temperature | 30 | 720 | > th | dose independent | rect. | 9 | 2 |
332 | 124.11 | temperature | 30 | 720 | < th | dose independent | rect. | 20 | 17 |
347 | 124.14 | temperature | 30 | 270 | < th | dose independent | rect. | 14 | 23 |
350 | 124.18 | temperature | 25 | 270 | > th | dose dependent | rect. | 13 | 20 |
353 | 124.21 | temperature | 30 | 270 | > th | dose independent | rect. | 14 | 4 |
356 | 124.25 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 12 |
470 | 124.63 | temperature | 25 | 270 | > th | dose dependent | rect. | 13 | 9 |
489 | 124.75 | temperature | 25 | 270 | > th | dose dependent | rect. | 13 | 12 |
603 | 125.51 | temperature | 30 | 720 | > th | dose dependent | rect. | 13 | 1 |
638 | 125.69 | temperature | 30 | 270 | > th | dose dependent | rect. | 15 | 22 |
660 | 125.83 | temperature | 30 | 270 | < th | dose independent | rect. | 7 | 11 |
671 | 125.95 | temperature | 25 | 10 | > th | dose dependent | sin | 13 | NA |
677 | 126.00 | temperature | 30 | 720 | > th | dose dependent | no | NA | NA |
831 | 126.31 | temperature | 30 | 720 | < th | dose independent | rect. | 11 | 2 |
908 | 126.67 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 17 | 1 |
950 | 126.88 | temperature | 30 | 270 | > th | dose dependent | sin | 11 | NA |
960 | 127.00 | temperature | 30 | 270 | > th | dose independent | rect. | 17 | 1 |
993 | 127.18 | temperature | 25 | 30 | > th | dose dependent | rect. | 17 | 5 |