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Os07g0490100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
296.36 | 0.809 | 6.23 | 5.79 | 0.285 | 193 | -1.16 | 401 | -0.0484 | 9.7 | 15 | 4282 | -- | -- |
313.98 | 0.832 | 3.5 | -0.442 | 0.276 | 1.36 | -1.01 | -- | -0.155 | 9.54 | 14.77 | 3943 | -- | -- |
300.53 | 0.807 | 6.23 | 5.76 | 0.321 | 193 | -- | 402 | -0.0502 | 8.22 | 15.01 | 4256 | -- | -- |
298.09 | 0.804 | 3.48 | -0.0563 | 0.336 | 1.29 | -- | -- | 0.000832 | 7.81 | 21.54 | 2747 | -- | -- |
305.75 | 0.814 | 6.24 | 5.77 | -- | 195 | -- | 405 | -0.0511 | -- | 15.02 | 4127 | -- | -- |
317.42 | 0.835 | 3.51 | -0.503 | 0.273 | -- | -0.827 | -- | -0.17 | 9.09 | -- | -- | -- | -- |
319.32 | 0.837 | 3.51 | -0.536 | 0.3 | -- | -- | -- | -0.174 | 7.88 | -- | -- | -- | -- |
302.76 | 0.81 | 3.46 | -0.0204 | -- | 1.22 | -- | -- | 0.061 | -- | 22.16 | 2598 | -- | -- |
297.5 | 0.803 | 3.45 | -- | 0.316 | 1.3 | -- | -- | 0.0693 | 7.16 | 21.73 | 2692 | -- | -- |
324.2 | 0.841 | 3.52 | -0.533 | -- | -- | -- | -- | -0.169 | -- | -- | -- | -- | -- |
326.89 | 0.846 | 3.49 | -- | 0.296 | -- | -- | -- | -0.114 | 8.01 | -- | -- | -- | -- |
302.73 | 0.81 | 3.46 | -- | -- | 1.25 | -- | -- | 0.0774 | -- | 22.04 | 2591 | -- | -- |
331.68 | 0.85 | 3.5 | -- | -- | -- | -- | -- | -0.11 | -- | -- | -- | -- | -- |
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 | 292.93 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 1 |
2 | 293.33 | temperature | 20 | 1440 | > th | dose independent | rect. | 19 | 5 |
4 | 293.42 | temperature | 20 | 1440 | < th | dose independent | rect. | 19 | 6 |
9 | 293.62 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 1 |
17 | 293.77 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 2 |
18 | 293.79 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 19 |
19 | 293.80 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 19 |
26 | 293.91 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 16 |
28 | 293.94 | temperature | 20 | 1440 | > th | dose independent | rect. | 15 | 13 |
32 | 293.97 | temperature | 20 | 1440 | > th | dose independent | sin | 14 | NA |
34 | 293.97 | temperature | 20 | 1440 | < th | dose independent | rect. | 16 | 12 |
35 | 293.97 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 16 |
37 | 293.99 | temperature | 20 | 1440 | < th | dose independent | sin | 14 | NA |
42 | 294.00 | temperature | 20 | 1440 | < th | dose independent | rect. | 14 | 17 |
46 | 294.03 | temperature | 20 | 1440 | > th | dose independent | rect. | 14 | 17 |
101 | 294.31 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 13 |
109 | 294.41 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 13 |
112 | 294.43 | temperature | 10 | 1440 | > th | dose dependent | rect. | 19 | 1 |
162 | 294.78 | radiation | 30 | 10 | > th | dose independent | rect. | 10 | 2 |
181 | 295.04 | radiation | 20 | 30 | > th | dose dependent | rect. | 10 | 2 |
278 | 295.76 | radiation | 10 | 30 | > th | dose dependent | rect. | 15 | 21 |
283 | 295.80 | temperature | 15 | 4320 | < th | dose dependent | rect. | 18 | 12 |
285 | 295.81 | temperature | 25 | 1440 | < th | dose dependent | rect. | 22 | 1 |
307 | 295.88 | radiation | 40 | 10 | < th | dose independent | rect. | 3 | 23 |
353 | 295.98 | temperature | 15 | 4320 | < th | dose dependent | sin | 13 | NA |
395 | 296.14 | radiation | 20 | 30 | > th | dose dependent | rect. | 7 | 5 |
508 | 296.36 | temperature | 25 | 1440 | < th | dose dependent | sin | 15 | NA |
576 | 296.51 | humidity | 90 | 43200 | > th | dose independent | rect. | 13 | 1 |
597 | 296.52 | temperature | 15 | 4320 | < th | dose dependent | rect. | 4 | 23 |
608 | 296.55 | temperature | 15 | 4320 | < th | dose dependent | no | NA | NA |
646 | 296.63 | temperature | 15 | 4320 | < th | dose dependent | rect. | 1 | 23 |
652 | 296.64 | temperature | 15 | 4320 | < th | dose dependent | rect. | 21 | 23 |
692 | 296.77 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
734 | 296.86 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
757 | 296.91 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 23 |
782 | 296.99 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 23 |
867 | 297.18 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
915 | 297.27 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
951 | 297.33 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 23 |
983 | 297.39 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 23 |
991 | 297.40 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 23 |