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Os06g0107600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
205.02 | 0.673 | 4.71 | -1.35 | 1.79 | -0.606 | -0.968 | -5.13 | 0.103 | 7.24 | 1.509 | 6078 | -- | -- |
223.11 | 0.696 | 4.64 | -0.719 | 1.75 | -0.974 | -0.973 | -- | 0.301 | 7.36 | 9.681 | 3344 | -- | -- |
207.34 | 0.671 | 4.71 | -1.38 | 1.81 | -0.603 | -- | -5.1 | 0.104 | 7.22 | 1.51 | 6043 | -- | -- |
225.26 | 0.699 | 4.64 | -0.749 | 1.73 | -0.969 | -- | -- | 0.3 | 7.25 | 9.698 | 3342 | -- | -- |
335.98 | 0.854 | 4.8 | -1.45 | -- | -1.2 | -- | -4.79 | 0.385 | -- | 1.34 | 4975 | -- | -- |
235.95 | 0.72 | 4.66 | -0.509 | 1.84 | -- | -0.853 | -- | 0.207 | 7.05 | -- | -- | -- | -- |
237.76 | 0.722 | 4.66 | -0.527 | 1.84 | -- | -- | -- | 0.208 | 6.97 | -- | -- | -- | -- |
302.72 | 0.81 | 4.74 | -0.581 | -- | -1.48 | -- | -- | 0.415 | -- | 2.336 | 3766 | -- | -- |
231.01 | 0.708 | 4.63 | -- | 1.7 | -0.948 | -- | -- | 0.387 | 7.18 | 12.61 | 3350 | -- | -- |
416.04 | 0.953 | 4.7 | -0.489 | -- | -- | -- | -- | 0.242 | -- | -- | -- | -- | -- |
245.08 | 0.732 | 4.64 | -- | 1.84 | -- | -- | -- | 0.267 | 6.99 | -- | -- | -- | -- |
283.74 | 0.785 | 4.42 | -- | -- | -2.44 | -- | -- | 0.753 | -- | 1.561 | 2268 | -- | -- |
422.35 | 0.959 | 4.69 | -- | -- | -- | -- | -- | 0.297 | -- | -- | -- | -- | -- |
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 | 201.57 | temperature | 30 | 14400 | < th | dose independent | rect. | 13 | 2 |
2 | 201.67 | temperature | 30 | 14400 | > th | dose independent | rect. | 13 | 2 |
6 | 201.74 | temperature | 25 | 14400 | > th | dose dependent | rect. | 7 | 7 |
10 | 201.77 | temperature | 25 | 14400 | > th | dose dependent | rect. | 13 | 1 |
15 | 201.79 | temperature | 25 | 14400 | > th | dose dependent | rect. | 10 | 4 |
31 | 201.92 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 5 |
69 | 202.13 | temperature | 25 | 14400 | > th | dose dependent | sin | 3 | NA |
174 | 202.67 | temperature | 25 | 14400 | > th | dose independent | rect. | 6 | 3 |
221 | 202.86 | temperature | 25 | 14400 | < th | dose independent | rect. | 6 | 3 |
284 | 202.97 | temperature | 25 | 14400 | > th | dose dependent | no | NA | NA |
297 | 203.00 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 1 |
307 | 203.03 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 1 |
336 | 203.15 | temperature | 30 | 14400 | < th | dose independent | rect. | 24 | 16 |
352 | 203.18 | temperature | 30 | 14400 | < th | dose independent | rect. | 3 | 13 |
360 | 203.19 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 17 |
368 | 203.20 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 14 |
431 | 203.34 | temperature | 25 | 14400 | > th | dose independent | rect. | 3 | 8 |
461 | 203.39 | temperature | 25 | 14400 | < th | dose independent | rect. | 3 | 8 |
613 | 203.75 | temperature | 30 | 14400 | < th | dose independent | sin | 21 | NA |
657 | 203.88 | temperature | 30 | 14400 | > th | dose independent | sin | 22 | NA |
760 | 204.15 | temperature | 30 | 14400 | < th | dose independent | no | NA | NA |
778 | 204.15 | temperature | 30 | 14400 | < th | dose independent | rect. | 2 | 23 |
797 | 204.16 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 21 |
884 | 204.25 | temperature | 25 | 14400 | > th | dose independent | sin | 6 | NA |
892 | 204.29 | temperature | 30 | 14400 | > th | dose independent | no | NA | NA |