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Os07g0111400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : WRKY transcription factor 29.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
412.92 | 0.955 | 6.35 | 12.6 | 0.833 | 0.477 | 0.312 | -8.61 | 2.78 | 3.07 | 19.4 | 4464 | -- | -- |
428.6 | 0.964 | 6.68 | 12.3 | 0.82 | 3.14 | -0.121 | -- | 2.47 | 3.23 | 12.9 | 14832 | -- | -- |
412.22 | 0.946 | 6.37 | 12.5 | 0.872 | 0.537 | -- | -8.54 | 2.76 | 3.12 | 19.33 | 4076 | -- | -- |
427.69 | 0.963 | 6.67 | 12.4 | 0.811 | 3.19 | -- | -- | 2.55 | 3.07 | 13 | 14942 | -- | -- |
452.31 | 0.991 | 6.38 | 12.6 | -- | 0.498 | -- | -8.76 | 2.76 | -- | 19.42 | 3548 | -- | -- |
597.35 | 1.15 | 6.8 | 10.1 | 0.809 | -- | 0.419 | -- | 1.95 | 2.94 | -- | -- | -- | -- |
597.87 | 1.15 | 6.81 | 10.1 | 0.815 | -- | -- | -- | 1.94 | 3.11 | -- | -- | -- | -- |
466.06 | 1.01 | 6.67 | 12.4 | -- | 3.2 | -- | -- | 2.56 | -- | 13 | 14811 | -- | -- |
3277.27 | 2.68 | 7.07 | -- | 1.06 | -3.84 | -- | -- | 0.793 | 2.97 | 14.54 | 7018 | -- | -- |
635.77 | 1.18 | 6.8 | 10.2 | -- | -- | -- | -- | 1.97 | -- | -- | -- | -- | -- |
3306.33 | 2.69 | 7.06 | -- | 1.02 | -- | -- | -- | 0.815 | 3.14 | -- | -- | -- | -- |
1476.14 | 1.79 | 7.55 | -- | -- | -6.37 | -- | -- | -1.35 | -- | 21.7 | 47520 | -- | -- |
3365.11 | 2.71 | 7.06 | -- | -- | -- | -- | -- | 0.837 | -- | -- | -- | -- | -- |
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 | 377.19 | wind | 3 | 43200 | < th | dose independent | rect. | 2 | 17 |
3 | 377.41 | wind | 3 | 43200 | > th | dose independent | rect. | 2 | 17 |
7 | 377.90 | wind | 3 | 43200 | < th | dose dependent | rect. | 24 | 16 |
9 | 378.04 | humidity | 80 | 43200 | < th | dose independent | rect. | 23 | 1 |
63 | 380.53 | wind | 3 | 43200 | < th | dose dependent | rect. | 20 | 20 |
69 | 380.79 | wind | 5 | 43200 | < th | dose dependent | rect. | 11 | 21 |
71 | 380.84 | wind | 5 | 43200 | < th | dose dependent | rect. | 4 | 15 |
103 | 381.38 | wind | 3 | 43200 | < th | dose dependent | sin | 2 | NA |
124 | 381.81 | wind | 3 | 43200 | < th | dose dependent | rect. | 15 | 22 |
125 | 381.83 | wind | 3 | 43200 | < th | dose independent | sin | 1 | NA |
128 | 381.90 | humidity | 80 | 43200 | < th | dose dependent | rect. | 23 | 1 |
132 | 381.95 | humidity | 80 | 43200 | < th | dose dependent | rect. | 23 | 3 |
133 | 381.96 | humidity | 80 | 43200 | < th | dose dependent | rect. | 22 | 5 |
157 | 382.32 | wind | 5 | 43200 | < th | dose dependent | rect. | 14 | 18 |
175 | 382.61 | humidity | 80 | 43200 | > th | dose independent | rect. | 24 | 1 |
181 | 382.77 | wind | 3 | 43200 | > th | dose independent | rect. | 11 | 22 |
195 | 382.94 | wind | 3 | 43200 | > th | dose independent | sin | 1 | NA |
215 | 383.22 | wind | 3 | 43200 | < th | dose independent | rect. | 11 | 22 |
224 | 383.31 | humidity | 80 | 43200 | < th | dose independent | rect. | 22 | 11 |
275 | 383.98 | wind | 3 | 43200 | < th | dose independent | rect. | 20 | 23 |
297 | 384.25 | wind | 3 | 43200 | < th | dose dependent | rect. | 3 | 23 |
308 | 384.39 | wind | 3 | 43200 | > th | dose independent | rect. | 20 | 23 |
312 | 384.44 | humidity | 80 | 43200 | > th | dose independent | rect. | 22 | 11 |
342 | 384.89 | wind | 3 | 43200 | < th | dose dependent | no | NA | NA |
345 | 384.91 | humidity | 80 | 43200 | > th | dose independent | rect. | 3 | 4 |
354 | 384.98 | wind | 3 | 43200 | < th | dose independent | no | NA | NA |
376 | 385.27 | wind | 3 | 43200 | > th | dose independent | no | NA | NA |
410 | 385.65 | wind | 3 | 43200 | < th | dose independent | rect. | 18 | 23 |
423 | 385.80 | humidity | 80 | 43200 | > th | dose independent | rect. | 23 | 9 |
430 | 385.87 | wind | 3 | 43200 | > th | dose independent | rect. | 7 | 23 |
433 | 385.90 | wind | 3 | 43200 | < th | dose independent | rect. | 14 | 23 |
444 | 386.02 | wind | 3 | 43200 | < th | dose dependent | sin | 10 | NA |
451 | 386.06 | wind | 3 | 43200 | > th | dose independent | rect. | 15 | 17 |
469 | 386.29 | wind | 3 | 43200 | < th | dose dependent | rect. | 19 | 11 |
476 | 386.36 | wind | 3 | 43200 | < th | dose independent | rect. | 5 | 23 |
491 | 386.48 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 23 |
498 | 386.51 | wind | 3 | 43200 | > th | dose independent | rect. | 18 | 23 |
510 | 386.69 | wind | 3 | 43200 | < th | dose dependent | rect. | 20 | 9 |
523 | 386.78 | wind | 3 | 43200 | < th | dose dependent | rect. | 11 | 2 |
569 | 387.26 | humidity | 80 | 43200 | > th | dose independent | rect. | 5 | 1 |
578 | 387.41 | wind | 3 | 43200 | < th | dose dependent | rect. | 7 | 7 |
606 | 387.74 | humidity | 80 | 43200 | < th | dose independent | rect. | 23 | 8 |
646 | 388.26 | wind | 1 | 43200 | > th | dose dependent | rect. | 14 | 18 |
750 | 389.48 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 8 |
763 | 389.63 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 8 |
782 | 389.75 | wind | 3 | 43200 | < th | dose dependent | rect. | 24 | 4 |
792 | 389.84 | humidity | 90 | 14400 | < th | dose independent | rect. | 19 | 6 |
794 | 389.85 | humidity | 80 | 43200 | < th | dose independent | rect. | 3 | 1 |
888 | 390.96 | wind | 1 | 43200 | > th | dose dependent | rect. | 23 | 20 |
953 | 391.74 | wind | 3 | 43200 | < th | dose dependent | rect. | 9 | 4 |
985 | 392.10 | humidity | 60 | 43200 | > th | dose independent | rect. | 9 | 1 |