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Os10g0422600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF581 family 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 = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
618.53 | 1.17 | 6.25 | -0.0272 | 3.29 | 3.06 | -0.944 | -5.27 | -0.352 | 9.68 | 20.19 | 1154 | 11.2 | -- |
637.02 | 1.18 | 6.09 | 1.12 | 3.36 | 3.26 | -0.361 | -- | -0.0141 | 9.85 | 17.27 | 1160 | 11.9 | -- |
621.58 | 1.16 | 6.24 | -0.00752 | 3.25 | 3.03 | -- | -5.05 | -0.348 | 9.69 | 20.4 | 1153 | 10.9 | -- |
637.19 | 1.18 | 6.1 | 1.14 | 3.3 | 3.41 | -- | -- | 0.000625 | 9.96 | 16.5 | 1157 | 11.6 | -- |
676.83 | 1.21 | 6.31 | 0.302 | -- | 5.74 | -- | -6.04 | -0.357 | -- | -0.9328 | 1107 | 6.1 | -- |
816.21 | 1.34 | 5.98 | 2.06 | 3.24 | -- | -0.832 | -- | 0.476 | 8.66 | -- | -- | -- | -- |
818.47 | 1.34 | 5.98 | 2.03 | 3.24 | -- | -- | -- | 0.476 | 8.68 | -- | -- | -- | -- |
662.96 | 1.2 | 6.23 | 1.04 | -- | 5.75 | -- | -- | -0.2 | -- | -31.52 | 1271 | 7.68 | -- |
665.39 | 1.2 | 6.14 | -- | 3.26 | 4.18 | -- | -- | -0.224 | 10.3 | 15.33 | 1155 | 11.3 | -- |
1411.13 | 1.76 | 6.07 | 2.04 | -- | -- | -- | -- | 0.504 | -- | -- | -- | -- | -- |
927.53 | 1.42 | 6.03 | -- | 3.25 | -- | -- | -- | 0.25 | 8.63 | -- | -- | -- | -- |
688.42 | 1.22 | 6.26 | -- | -- | 5.97 | -- | -- | -0.331 | -- | -66.51 | 1339 | 8.18 | -- |
1521.11 | 1.82 | 6.12 | -- | -- | -- | -- | -- | 0.277 | -- | -- | -- | -- | -- |
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 | 632.84 | temperature | 20 | 1440 | > th | dose dependent | rect. | 17 | 1 |
2 | 632.98 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 4 |
3 | 633.10 | humidity | 80 | 43200 | < th | dose dependent | rect. | 21 | 1 |
6 | 633.55 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 2 |
7 | 633.94 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 2 |
10 | 634.59 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 7 |
14 | 635.31 | temperature | 20 | 1440 | > th | dose dependent | rect. | 17 | 5 |
73 | 639.44 | temperature | 20 | 1440 | > th | dose dependent | rect. | 13 | 19 |
83 | 639.72 | temperature | 20 | 1440 | > th | dose dependent | rect. | 3 | 20 |
88 | 639.87 | temperature | 20 | 1440 | > th | dose dependent | sin | 17 | NA |
119 | 640.60 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 2 |
124 | 640.66 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 17 |
139 | 640.85 | radiation | 10 | 14400 | > th | dose independent | rect. | 5 | 1 |
165 | 641.10 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 20 |
179 | 641.27 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 19 |
219 | 641.64 | temperature | 25 | 43200 | > th | dose dependent | rect. | 9 | 2 |
229 | 641.72 | temperature | 25 | 43200 | > th | dose dependent | rect. | 8 | 4 |
232 | 641.76 | temperature | 25 | 43200 | > th | dose dependent | rect. | 6 | 6 |
244 | 641.86 | temperature | 20 | 1440 | > th | dose dependent | rect. | 15 | 23 |
249 | 641.89 | temperature | 25 | 43200 | > th | dose dependent | rect. | 23 | 14 |
252 | 641.94 | temperature | 20 | 1440 | > th | dose dependent | no | NA | NA |
286 | 642.10 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 18 |
292 | 642.12 | temperature | 20 | 1440 | > th | dose dependent | rect. | 17 | 23 |
293 | 642.14 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 23 |
294 | 642.16 | wind | 7 | 43200 | > th | dose dependent | rect. | 5 | 14 |
295 | 642.18 | wind | 7 | 43200 | > th | dose dependent | rect. | 5 | 16 |
303 | 642.21 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 23 |
316 | 642.29 | wind | 7 | 43200 | > th | dose dependent | rect. | 3 | 18 |
322 | 642.37 | wind | 7 | 43200 | > th | dose dependent | rect. | 3 | 16 |
396 | 642.88 | temperature | 25 | 43200 | > th | dose dependent | sin | 6 | NA |
421 | 643.09 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 20 |
467 | 643.44 | temperature | 25 | 43200 | > th | dose independent | rect. | 1 | 10 |
527 | 643.93 | temperature | 25 | 43200 | > th | dose independent | rect. | 2 | 8 |
529 | 643.93 | temperature | 25 | 43200 | < th | dose independent | rect. | 1 | 10 |
548 | 644.17 | wind | 7 | 43200 | > th | dose dependent | sin | 23 | NA |
575 | 644.42 | temperature | 25 | 43200 | < th | dose independent | rect. | 3 | 7 |
675 | 645.21 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 14 |
734 | 645.62 | wind | 5 | 43200 | > th | dose independent | sin | 16 | NA |
737 | 645.65 | radiation | 10 | 43200 | > th | dose independent | rect. | 9 | 1 |
789 | 646.05 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 1 |
809 | 646.17 | temperature | 25 | 43200 | > th | dose independent | sin | 7 | NA |
883 | 646.63 | temperature | 30 | 43200 | < th | dose independent | rect. | 11 | 2 |
923 | 646.85 | wind | 5 | 43200 | < th | dose independent | sin | 16 | NA |
930 | 646.88 | temperature | 25 | 43200 | < th | dose independent | sin | 7 | NA |
956 | 647.00 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 12 |
965 | 647.04 | temperature | 25 | 43200 | > th | dose dependent | no | NA | NA |
970 | 647.05 | temperature | 25 | 43200 | > th | dose dependent | rect. | 5 | 23 |
1000 | 647.13 | temperature | 30 | 43200 | > th | dose independent | rect. | 11 | 2 |