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Os10g0529700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Glutathione S-transferase GST 35 (EC 2.5.1.18).
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
546.5 | 1.1 | 8.84 | 3.4 | 6.78 | -3.69 | -0.0555 | 2.89 | 0.565 | 9.11 | 19.9 | 1573 | 1.76 | -- |
565.92 | 1.11 | 8.83 | 2.83 | 6.53 | -3.88 | -0.0397 | -- | 0.609 | 9.1 | 19.7 | 1633 | 4.36 | -- |
538.16 | 1.08 | 8.86 | 3.36 | 6.76 | -3.77 | -- | 2.74 | 0.5 | 8.9 | 19.65 | 1672 | 4.17 | -- |
557.52 | 1.1 | 8.82 | 3.07 | 6.31 | -4.28 | -- | -- | 0.625 | 8.92 | 19.7 | 1671 | 5.78 | -- |
1795.07 | 1.97 | 9.06 | 7.34 | -- | -7.04 | -- | -0.539 | 0.956 | -- | 18.1 | 2180 | 13.7 | -- |
960.28 | 1.45 | 9.16 | 1.08 | 6.48 | -- | 0.545 | -- | -0.548 | 9.4 | -- | -- | -- | -- |
961.36 | 1.45 | 9.16 | 1.1 | 6.48 | -- | -- | -- | -0.548 | 9.39 | -- | -- | -- | -- |
798.98 | 1.32 | 9.23 | 4.07 | -- | -12.4 | -- | -- | 0.335 | -- | 18.1 | 2049 | 13.6 | -- |
668.31 | 1.2 | 9.04 | -- | 5.63 | -3.35 | -- | -- | 0.123 | 9.28 | 22.34 | 1868 | 11.3 | -- |
3419.82 | 2.73 | 9.34 | 1.07 | -- | -- | -- | -- | -0.525 | -- | -- | -- | -- | -- |
993.36 | 1.47 | 9.19 | -- | 6.48 | -- | -- | -- | -0.67 | 9.38 | -- | -- | -- | -- |
911 | 1.41 | 9.23 | -- | -- | -6.41 | -- | -- | -0.898 | -- | 19.3 | 376 | 11.3 | -- |
3449.76 | 2.74 | 9.37 | -- | -- | -- | -- | -- | -0.643 | -- | -- | -- | -- | -- |
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 | 546.37 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 2 |
2 | 549.97 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 2 |
3 | 552.48 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 5 | 3 |
4 | 553.84 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
6 | 554.08 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 5 |
7 | 554.49 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 5 |
8 | 554.55 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 3 | 6 |
9 | 554.74 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 6 |
13 | 555.23 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 6 |
14 | 555.23 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 6 |
17 | 556.64 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 6 |
28 | 558.08 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 3 | 5 |
37 | 558.80 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 5 | 2 |
79 | 561.34 | temperature | 30.0 | 90 | < th | dose dependent | sin | 11 | NA |
104 | 562.58 | temperature | 15.0 | 90 | > th | dose dependent | sin | 11 | NA |
146 | 565.26 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 8 |
153 | 565.49 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 2 | 6 |
157 | 565.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 4 |
162 | 565.67 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 22 | 12 |
164 | 565.69 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
174 | 565.70 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 15 | 13 |
199 | 566.05 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 11 |
209 | 566.14 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 15 | 13 |
210 | 566.18 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 11 |
220 | 566.30 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
232 | 566.37 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 12 |
233 | 566.38 | radiation | 1.0 | 14400 | > th | dose independent | sin | 8 | NA |
234 | 566.40 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 22 | 13 |
239 | 566.49 | temperature | 30.0 | 270 | < th | dose dependent | sin | 13 | NA |
242 | 566.54 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 2 | 10 |
243 | 566.55 | temperature | 20.0 | 1440 | > th | dose independent | sin | 6 | NA |
248 | 566.59 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 2 |
251 | 566.62 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 8 |
256 | 566.71 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 4 |
257 | 566.71 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 4 |
259 | 566.74 | radiation | 1.0 | 14400 | < th | dose independent | sin | 7 | NA |
269 | 566.91 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 2 |
293 | 567.13 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 4 |
295 | 567.16 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 4 |
297 | 567.21 | temperature | 20.0 | 4320 | > th | dose independent | sin | 15 | NA |
300 | 567.22 | temperature | 20.0 | 4320 | < th | dose independent | sin | 15 | NA |
329 | 567.44 | temperature | 20.0 | 1440 | < th | dose independent | sin | 6 | NA |
349 | 567.67 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 9 |
430 | 568.65 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 9 |
434 | 568.74 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 9 |
435 | 568.74 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 9 |
464 | 569.21 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 22 | 1 |
482 | 569.61 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 8 | NA |
551 | 570.55 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 14 | 17 |
564 | 570.67 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 22 | 1 |
580 | 570.94 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 13 | 18 |
629 | 571.67 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 14 | 20 |
631 | 571.68 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 10 | 21 |
703 | 572.17 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 13 | 15 |
704 | 572.21 | temperature | 25.0 | 4320 | < th | dose dependent | sin | 15 | NA |
710 | 572.28 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 9 | 22 |
716 | 572.32 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 11 | 17 |
729 | 572.42 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 9 | 22 |
822 | 572.90 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
831 | 572.94 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 17 | 23 |
836 | 572.96 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 5 | 23 |
841 | 572.99 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 19 | 21 |
842 | 572.99 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 13 | 23 |
865 | 573.10 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 2 | 23 |
891 | 573.25 | temperature | 25.0 | 4320 | < th | dose dependent | no | NA | NA |
909 | 573.30 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 5 | 23 |
944 | 573.54 | temperature | 15.0 | 1440 | > th | dose dependent | sin | 9 | NA |
979 | 573.76 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 17 | 8 |