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Os08g0475300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
269.26 | 0.771 | 6.39 | 2.49 | 2.27 | -5.7 | -0.165 | 1.21 | 0.422 | 0.0973 | 8.278 | 1636 | -- | -- |
271.07 | 0.767 | 6.42 | 2.36 | 2.27 | -5.74 | 0.0497 | -- | 0.381 | 24 | 9.319 | 1669 | -- | -- |
269.38 | 0.764 | 6.39 | 2.5 | 2.27 | -5.7 | -- | 1.21 | 0.423 | 0.0999 | 8.25 | 1636 | -- | -- |
270.58 | 0.766 | 6.43 | 2.23 | 2.28 | -5.69 | -- | -- | 0.352 | 0.1 | 9.072 | 1640 | -- | -- |
378.59 | 0.911 | 6.37 | 2.02 | -- | -7.15 | -- | 1.72 | 0.354 | -- | 7.331 | 1653 | -- | -- |
807.4 | 1.33 | 6.66 | 0.401 | 2.2 | -- | -0.38 | -- | -0.695 | 0.219 | -- | -- | -- | -- |
808.03 | 1.33 | 6.66 | 0.415 | 2.2 | -- | -- | -- | -0.693 | 0.226 | -- | -- | -- | -- |
381.13 | 0.913 | 6.4 | 1.78 | -- | -7.12 | -- | -- | 0.289 | -- | 5.549 | 1651 | -- | -- |
382.79 | 0.911 | 6.51 | -- | 2.36 | -4.68 | -- | -- | -0.0382 | 0.417 | 11.95 | 1500 | -- | -- |
1113.02 | 1.56 | 6.62 | 0.487 | -- | -- | -- | -- | -0.66 | -- | -- | -- | -- | -- |
812.58 | 1.33 | 6.67 | -- | 2.21 | -- | -- | -- | -0.74 | 0.236 | -- | -- | -- | -- |
460.19 | 1 | 6.46 | -- | -- | -6.56 | -- | -- | 0.0276 | -- | 9.975 | 1643 | -- | -- |
1119.29 | 1.56 | 6.63 | -- | -- | -- | -- | -- | -0.714 | -- | -- | -- | -- | -- |
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 | 269.08 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 20 |
35 | 270.85 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 20 |
66 | 271.78 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 23 |
77 | 272.03 | temperature | 10 | 1440 | > th | dose dependent | no | NA | NA |
78 | 272.03 | temperature | 10 | 1440 | > th | dose dependent | rect. | 8 | 23 |
79 | 272.05 | temperature | 10 | 1440 | > th | dose dependent | rect. | 11 | 23 |
210 | 273.95 | temperature | 30 | 270 | < th | dose dependent | rect. | 12 | 23 |
234 | 274.51 | temperature | 10 | 1440 | > th | dose dependent | sin | 14 | NA |
282 | 275.38 | temperature | 30 | 1440 | < th | dose dependent | no | NA | NA |
284 | 275.41 | temperature | 30 | 1440 | < th | dose dependent | rect. | 5 | 23 |
308 | 275.84 | temperature | 10 | 1440 | > th | dose dependent | sin | 6 | NA |
311 | 275.88 | temperature | 30 | 1440 | < th | dose dependent | rect. | 20 | 23 |
325 | 276.11 | temperature | 10 | 1440 | > th | dose dependent | rect. | 15 | 13 |
367 | 276.51 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 11 |
515 | 278.86 | temperature | 30 | 1440 | < th | dose dependent | sin | 14 | NA |
527 | 279.06 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 11 |
557 | 279.42 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 23 |
592 | 279.93 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 23 |
662 | 280.85 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
663 | 280.88 | temperature | 30 | 1440 | < th | dose dependent | sin | 6 | NA |
717 | 281.41 | temperature | 30 | 4320 | < th | dose dependent | rect. | 21 | 4 |
719 | 281.44 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 4 |