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Os11g0505200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Sulfotransferase 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
192.32 | 0.652 | 6.91 | -0.786 | 0.647 | 1.66 | 1.1 | 1.46 | -1.44 | 7.02 | 22.2 | 1462 | -- | -- |
197.44 | 0.654 | 6.87 | -0.321 | 0.608 | 1.59 | 1.19 | -- | -1.34 | 7.05 | 22.2 | 1480 | -- | -- |
194.59 | 0.65 | 6.9 | -0.756 | 0.532 | 1.71 | -- | 1.54 | -1.42 | 6.95 | 22.2 | 1942 | -- | -- |
199.83 | 0.658 | 6.86 | -0.224 | 0.548 | 1.66 | -- | -- | -1.31 | 6.89 | 22.15 | 1952 | -- | -- |
209.7 | 0.674 | 6.92 | -0.667 | -- | 1.76 | -- | 1.57 | -1.39 | -- | 22.1 | 2054 | -- | -- |
295.28 | 0.806 | 6.99 | -0.922 | 0.61 | -- | 1.04 | -- | -1.87 | 7.32 | -- | -- | -- | -- |
298.18 | 0.809 | 6.99 | -0.899 | 0.612 | -- | -- | -- | -1.87 | 7.28 | -- | -- | -- | -- |
215.43 | 0.684 | 6.87 | -0.166 | -- | 1.72 | -- | -- | -1.28 | -- | 22.09 | 2054 | -- | -- |
201 | 0.66 | 6.85 | -- | 0.545 | 1.72 | -- | -- | -1.26 | 6.93 | 22.16 | 1952 | -- | -- |
318.07 | 0.833 | 7 | -0.889 | -- | -- | -- | -- | -1.86 | -- | -- | -- | -- | -- |
319.5 | 0.836 | 6.96 | -- | 0.604 | -- | -- | -- | -1.77 | 7.38 | -- | -- | -- | -- |
215.87 | 0.684 | 6.86 | -- | -- | 1.79 | -- | -- | -1.25 | -- | 21.94 | 2072 | -- | -- |
338.9 | 0.859 | 6.98 | -- | -- | -- | -- | -- | -1.76 | -- | -- | -- | -- | -- |
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 | 194.77 | temperature | 20 | 1440 | > th | dose dependent | rect. | 1 | 1 |
17 | 199.92 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 11 |
23 | 200.19 | temperature | 15 | 270 | > th | dose dependent | sin | 8 | NA |
28 | 200.29 | temperature | 25 | 720 | < th | dose dependent | rect. | 10 | 21 |
41 | 200.61 | temperature | 25 | 270 | < th | dose dependent | rect. | 23 | 22 |
47 | 200.70 | temperature | 25 | 1440 | < th | dose dependent | sin | 15 | NA |
68 | 201.04 | temperature | 25 | 720 | < th | dose dependent | rect. | 6 | 22 |
72 | 201.12 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 7 |
82 | 201.32 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 18 |
122 | 201.80 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 1 |
146 | 201.99 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 2 |
172 | 202.25 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 22 |
173 | 202.27 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
178 | 202.34 | temperature | 30 | 1440 | < th | dose dependent | rect. | 1 | 1 |
250 | 203.23 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 5 |
268 | 203.42 | temperature | 30 | 270 | < th | dose dependent | sin | 8 | NA |
296 | 203.67 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 23 |
350 | 204.20 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 6 |
363 | 204.29 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 5 |
536 | 205.32 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 2 |
573 | 205.47 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
609 | 205.69 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 4 |
750 | 206.46 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 1 |
783 | 206.64 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
869 | 207.17 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 4 |
875 | 207.18 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 6 |
969 | 207.75 | temperature | 30 | 1440 | < th | dose dependent | rect. | 4 | 1 |