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Os09g0459600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Calmodulin-binding protein phosphatase.
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
264.14 | 0.764 | 3.77 | -1.91 | 0.237 | 9.78 | -0.911 | -23.5 | 0.477 | 6.13 | 50 | 4323 | -- | -- |
304.31 | 0.819 | 3.33 | -0.45 | 0.274 | 0.226 | -0.989 | -- | 0.317 | 4.8 | 50 | 4323 | -- | -- |
266.01 | 0.76 | 3.77 | -1.92 | 0.237 | 9.79 | -- | -23.5 | 0.478 | 6.96 | 50 | 4332 | -- | -- |
287.95 | 0.79 | 3.3 | -0.61 | 0.299 | 1.14 | -- | -- | 0.478 | 5.66 | 58.5 | 1844 | -- | -- |
268.98 | 0.764 | 3.77 | -1.91 | -- | 9.8 | -- | -23.5 | 0.487 | -- | 50.01 | 4315 | -- | -- |
304.47 | 0.818 | 3.33 | -0.439 | 0.27 | -- | -1.01 | -- | 0.316 | 4.79 | -- | -- | -- | -- |
307.13 | 0.821 | 3.33 | -0.435 | 0.264 | -- | -- | -- | 0.321 | 4.92 | -- | -- | -- | -- |
291.75 | 0.796 | 3.3 | -0.631 | -- | 1.21 | -- | -- | 0.472 | -- | 57.51 | 1831 | -- | -- |
298.29 | 0.804 | 3.28 | -- | 0.273 | 0.878 | -- | -- | 0.519 | 5.8 | 60 | 1844 | -- | -- |
310.8 | 0.824 | 3.33 | -0.425 | -- | -- | -- | -- | 0.328 | -- | -- | -- | -- | -- |
312.11 | 0.826 | 3.32 | -- | 0.256 | -- | -- | -- | 0.369 | 4.97 | -- | -- | -- | -- |
302.02 | 0.809 | 3.29 | -- | -- | 0.912 | -- | -- | 0.519 | -- | 59 | 1824 | -- | -- |
315.57 | 0.829 | 3.32 | -- | -- | -- | -- | -- | 0.375 | -- | -- | -- | -- | -- |
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 |
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1 | 262.11 | humidity | 50 | 4320 | < th | dose dependent | rect. | 14 | 3 |
22 | 262.92 | humidity | 50 | 4320 | < th | dose dependent | sin | 14 | NA |
26 | 263.12 | humidity | 50 | 4320 | < th | dose independent | rect. | 17 | 23 |
69 | 263.72 | humidity | 50 | 4320 | < th | dose independent | sin | 1 | NA |
90 | 263.88 | humidity | 50 | 4320 | < th | dose independent | rect. | 12 | 23 |
93 | 263.90 | humidity | 50 | 4320 | < th | dose independent | rect. | 12 | 6 |
112 | 264.06 | humidity | 50 | 4320 | < th | dose independent | rect. | 13 | 3 |
131 | 264.14 | humidity | 50 | 4320 | < th | dose dependent | no | NA | NA |
308 | 264.52 | humidity | 50 | 4320 | < th | dose independent | no | NA | NA |
683 | 266.33 | humidity | 50 | 4320 | > th | dose independent | rect. | 17 | 14 |
822 | 266.36 | humidity | 50 | 4320 | > th | dose independent | rect. | 17 | 16 |
858 | 266.49 | humidity | 50 | 4320 | > th | dose independent | rect. | 17 | 11 |
882 | 266.51 | humidity | 50 | 4320 | > th | dose independent | rect. | 17 | 5 |
886 | 266.69 | humidity | 50 | 4320 | > th | dose independent | rect. | 17 | 1 |
894 | 266.84 | humidity | 50 | 4320 | > th | dose independent | rect. | 17 | 8 |
994 | 267.15 | humidity | 50 | 1440 | < th | dose independent | rect. | 17 | 21 |