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Os09g0482000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UAS 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46.91 | 0.322 | 8.1 | 0.133 | 1.27 | -0.866 | 0.14 | -0.366 | -0.294 | 4.2 | 26.19 | 26 | -- | -- |
47.02 | 0.322 | 8.11 | 0.0807 | 1.27 | -0.835 | 0.00709 | -- | -0.305 | 4.17 | 26.39 | 21 | -- | -- |
46.86 | 0.321 | 8.1 | 0.131 | 1.27 | -0.853 | -- | -0.315 | -0.293 | 4.17 | 26.22 | 20 | -- | -- |
47.02 | 0.321 | 8.11 | 0.0807 | 1.27 | -0.835 | -- | -- | -0.305 | 4.17 | 26.39 | 21 | -- | -- |
116.38 | 0.502 | 8.09 | 0.225 | -- | -0.863 | -- | 0.935 | -0.12 | -- | 17.1 | 7 | -- | -- |
57.46 | 0.355 | 8.07 | 0.276 | 1.1 | -- | -0.0217 | -- | -0.123 | 4.62 | -- | -- | -- | -- |
57.46 | 0.355 | 8.07 | 0.276 | 1.1 | -- | -- | -- | -0.123 | 4.62 | -- | -- | -- | -- |
116.37 | 0.502 | 8.08 | 0.217 | -- | -1.28 | -- | -- | -0.12 | -- | 17.08 | 49 | -- | -- |
47.17 | 0.322 | 8.11 | -- | 1.28 | -0.865 | -- | -- | -0.32 | 4.16 | 26.39 | 21 | -- | -- |
121.84 | 0.516 | 8.08 | 0.318 | -- | -- | -- | -- | -0.0939 | -- | -- | -- | -- | -- |
59.46 | 0.361 | 8.07 | -- | 1.11 | -- | -- | -- | -0.153 | 4.61 | -- | -- | -- | -- |
115.97 | 0.502 | 8.1 | -- | -- | -1.2 | -- | -- | -0.173 | -- | 18.4 | 1037 | -- | -- |
124.51 | 0.521 | 8.08 | -- | -- | -- | -- | -- | -0.129 | -- | -- | -- | -- | -- |
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 | 45.26 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 18 | 15 |
6 | 45.51 | temperature | 30.0 | 10 | < th | dose dependent | sin | 8 | NA |
7 | 45.58 | temperature | 10.0 | 10 | > th | dose dependent | sin | 8 | NA |
42 | 47.00 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 18 |
44 | 47.06 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 16 | 14 |
48 | 47.13 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 18 | 18 |
77 | 47.47 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
78 | 47.47 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 8 | 23 |
89 | 47.52 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 23 | 23 |
93 | 47.54 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
95 | 47.55 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 16 | 23 |
110 | 47.59 | temperature | 25.0 | 30 | < th | dose dependent | no | NA | NA |
113 | 47.59 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 11 | 23 |
120 | 47.61 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
131 | 47.66 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
147 | 47.75 | temperature | 15.0 | 270 | > th | dose independent | rect. | 2 | 23 |
168 | 47.87 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 21 | 8 |
196 | 47.96 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 7 | 6 |
216 | 48.16 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 5 | 23 |
218 | 48.19 | temperature | 20.0 | 10 | > th | dose independent | rect. | 18 | 18 |
224 | 48.26 | temperature | 25.0 | 30 | < th | dose independent | sin | 8 | NA |
258 | 48.43 | temperature | 25.0 | 30 | < th | dose independent | rect. | 22 | 21 |
265 | 48.45 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 16 | 8 |
266 | 48.45 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 19 |
288 | 48.53 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 5 | 20 |
308 | 48.58 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 22 | 16 |
332 | 48.67 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 6 | 12 |
333 | 48.67 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 6 | 12 |
334 | 48.67 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 6 | 12 |
337 | 48.67 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 20 | 18 |
355 | 48.71 | temperature | 25.0 | 30 | > th | dose independent | sin | 8 | NA |
468 | 48.91 | temperature | 20.0 | 90 | > th | dose independent | rect. | 5 | 20 |
486 | 48.94 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 2 | 16 |
498 | 48.97 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 21 |
517 | 49.02 | temperature | 25.0 | 30 | < th | dose independent | rect. | 22 | 16 |
523 | 49.03 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 22 | 8 |
542 | 49.07 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 21 |
567 | 49.11 | temperature | 20.0 | 10 | > th | dose independent | rect. | 6 | 19 |
572 | 49.12 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 9 | 9 |
592 | 49.15 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 15 |
629 | 49.20 | temperature | 15.0 | 270 | > th | dose independent | rect. | 14 | 23 |
655 | 49.24 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 5 |
689 | 49.28 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 16 |
699 | 49.29 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 20 | 22 |
702 | 49.29 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 20 | 22 |
712 | 49.31 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 20 | 22 |
715 | 49.31 | wind | 1.0 | 90 | > th | dose dependent | rect. | 1 | 17 |
778 | 49.40 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 18 | 18 |
791 | 49.43 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 7 | 7 |
813 | 49.45 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 7 | 7 |
852 | 49.48 | temperature | 20.0 | 10 | > th | dose independent | rect. | 18 | 7 |
860 | 49.49 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 5 |
864 | 49.49 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 5 |
879 | 49.51 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 7 |
948 | 49.59 | temperature | 25.0 | 30 | < th | dose independent | rect. | 20 | 23 |
956 | 49.60 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 2 | 16 |
961 | 49.60 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 2 | 16 |
973 | 49.61 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 1 | NA |
978 | 49.62 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 1 |
980 | 49.62 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 2 | 1 |
987 | 49.62 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 15 | 23 |