Os10g0576100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Inositol phosphate kinase.
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Os10g0576100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Inositol phosphate kinase.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 287.91 | 0.797 | 7.39 | -0.329 | 1.55 | 1.72 | -0.694 | 1.83 | -1.18 | 8.85 | 83.05 | 6940 | -- | -- |
| 292.23 | 0.796 | 7.38 | -0.401 | 1.55 | 1.78 | -0.775 | -- | -1.19 | 8.82 | 82.5 | 6945 | -- | -- |
| 289.43 | 0.792 | 7.39 | -0.33 | 1.56 | 1.73 | -- | 1.97 | -1.2 | 8.87 | 84 | 6916 | -- | -- |
| 294.18 | 0.799 | 7.38 | -0.421 | 1.53 | 1.79 | -- | -- | -1.22 | 8.84 | 83 | 7019 | -- | -- |
| 418.73 | 0.953 | 7.45 | -0.301 | -- | 1.76 | -- | 1.66 | -1.24 | -- | 84.11 | 7207 | -- | -- |
| 332.11 | 0.854 | 7.33 | -0.552 | 1.52 | -- | -0.854 | -- | -0.964 | 8.63 | -- | -- | -- | -- |
| 334.49 | 0.856 | 7.33 | -0.579 | 1.52 | -- | -- | -- | -0.963 | 8.66 | -- | -- | -- | -- |
| 421.93 | 0.957 | 7.43 | -0.407 | -- | 1.79 | -- | -- | -1.24 | -- | 83 | 7215 | -- | -- |
| 298.84 | 0.805 | 7.38 | -- | 1.53 | 1.87 | -- | -- | -1.21 | 8.86 | 84 | 7028 | -- | -- |
| 464.36 | 1.01 | 7.37 | -0.575 | -- | -- | -- | -- | -0.95 | -- | -- | -- | -- | -- |
| 343.33 | 0.867 | 7.31 | -- | 1.52 | -- | -- | -- | -0.899 | 8.69 | -- | -- | -- | -- |
| 426.12 | 0.961 | 7.42 | -- | -- | 1.86 | -- | -- | -1.2 | -- | 83 | 7216 | -- | -- |
| 473.09 | 1.02 | 7.35 | -- | -- | -- | -- | -- | -0.887 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 276.06 | humidity | 60 | 14400 | < th | dose independent | rect. | 11 | 2 |
| 2 | 277.37 | humidity | 60 | 14400 | > th | dose independent | rect. | 11 | 1 |
| 4 | 277.84 | humidity | 60 | 14400 | < th | dose independent | rect. | 8 | 6 |
| 5 | 277.85 | humidity | 60 | 14400 | < th | dose independent | rect. | 18 | 20 |
| 22 | 278.59 | humidity | 60 | 14400 | > th | dose independent | rect. | 10 | 3 |
| 23 | 278.69 | humidity | 70 | 14400 | < th | dose dependent | rect. | 11 | 2 |
| 29 | 279.16 | humidity | 60 | 14400 | > th | dose independent | rect. | 8 | 5 |
| 37 | 279.50 | humidity | 60 | 14400 | > th | dose independent | rect. | 19 | 18 |
| 44 | 279.69 | humidity | 60 | 14400 | > th | dose independent | rect. | 23 | 14 |
| 48 | 279.71 | humidity | 60 | 14400 | > th | dose independent | rect. | 3 | 10 |
| 57 | 279.80 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 2 |
| 100 | 280.15 | wind | 1 | 43200 | > th | dose independent | rect. | 5 | 2 |
| 101 | 280.15 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 19 |
| 130 | 280.65 | humidity | 60 | 14400 | < th | dose independent | sin | 4 | NA |
| 156 | 281.21 | humidity | 60 | 14400 | > th | dose independent | sin | 5 | NA |
| 172 | 281.56 | humidity | 60 | 14400 | < th | dose dependent | sin | 14 | NA |
| 200 | 281.69 | humidity | 60 | 14400 | < th | dose independent | rect. | 8 | 12 |
| 215 | 281.74 | humidity | 70 | 14400 | < th | dose dependent | sin | 6 | NA |
| 233 | 281.87 | humidity | 60 | 14400 | < th | dose independent | rect. | 10 | 23 |
| 265 | 281.93 | humidity | 60 | 14400 | < th | dose independent | no | NA | NA |
| 342 | 282.12 | humidity | 50 | 14400 | > th | dose independent | sin | 12 | NA |
| 379 | 282.30 | wind | 1 | 43200 | < th | dose independent | rect. | 5 | 2 |
| 404 | 282.46 | humidity | 60 | 14400 | > th | dose independent | rect. | 8 | 12 |
| 418 | 282.53 | humidity | 60 | 14400 | > th | dose independent | rect. | 8 | 16 |
| 446 | 282.61 | humidity | 60 | 14400 | < th | dose dependent | rect. | 12 | 8 |
| 463 | 282.66 | humidity | 60 | 14400 | > th | dose independent | rect. | 23 | 21 |
| 495 | 282.72 | humidity | 60 | 14400 | < th | dose dependent | rect. | 12 | 21 |
| 497 | 282.73 | humidity | 60 | 14400 | > th | dose independent | rect. | 3 | 22 |
| 504 | 282.74 | humidity | 60 | 14400 | > th | dose independent | no | NA | NA |
| 554 | 282.80 | humidity | 60 | 14400 | > th | dose independent | rect. | 10 | 23 |
| 665 | 283.23 | humidity | 70 | 14400 | < th | dose dependent | rect. | 8 | 12 |
| 715 | 283.36 | humidity | 70 | 14400 | < th | dose dependent | no | NA | NA |
| 765 | 283.53 | humidity | 70 | 14400 | < th | dose dependent | rect. | 10 | 23 |
| 793 | 283.66 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 6 |
| 878 | 284.08 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 6 |
| 933 | 284.52 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 5 |
| 936 | 284.58 | humidity | 50 | 14400 | > th | dose independent | rect. | 14 | 14 |
| 939 | 284.60 | humidity | 50 | 14400 | > th | dose independent | rect. | 14 | 11 |
| 942 | 284.63 | humidity | 50 | 14400 | > th | dose independent | rect. | 14 | 6 |