Os07g0175900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Inositol-1, 4, 5-trisphosphate 5-Phosphatase-like protein.
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Os07g0175900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Inositol-1, 4, 5-trisphosphate 5-Phosphatase-like 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 174.54 | 0.621 | 6.31 | -0.118 | 2.5 | -1.85 | 0.583 | -0.909 | 0.67 | 23.9 | 22.98 | 889 | -- | -- |
| 175.34 | 0.617 | 6.32 | -0.234 | 2.51 | -1.73 | 0.757 | -- | 0.657 | 23.9 | 22.8 | 897 | -- | -- |
| 175.85 | 0.618 | 6.31 | -0.0941 | 2.51 | -1.85 | -- | -1.07 | 0.67 | 23.9 | 22.85 | 883 | -- | -- |
| 177.83 | 0.621 | 6.32 | -0.255 | 2.51 | -1.7 | -- | -- | 0.655 | 23.9 | 22.84 | 896 | -- | -- |
| 531.19 | 1.07 | 6.31 | -0.228 | -- | -2.91 | -- | -1.67 | 0.406 | -- | 26.4 | 872 | -- | -- |
| 210.64 | 0.68 | 6.27 | 0.225 | 2.68 | -- | 0.638 | -- | 0.922 | 23.9 | -- | -- | -- | -- |
| 212.39 | 0.682 | 6.27 | 0.199 | 2.68 | -- | -- | -- | 0.919 | 23.9 | -- | -- | -- | -- |
| 533.43 | 1.08 | 6.35 | -0.556 | -- | -2.84 | -- | -- | 0.318 | -- | 26.63 | 877 | -- | -- |
| 179.3 | 0.624 | 6.31 | -- | 2.52 | -1.56 | -- | -- | 0.698 | 23.9 | 22.9 | 889 | -- | -- |
| 664.82 | 1.2 | 6.21 | 0.28 | -- | -- | -- | -- | 0.954 | -- | -- | -- | -- | -- |
| 213.43 | 0.683 | 6.27 | -- | 2.68 | -- | -- | -- | 0.896 | 23.9 | -- | -- | -- | -- |
| 540.44 | 1.08 | 6.33 | -- | -- | -2.61 | -- | -- | 0.424 | -- | 26.6 | 873 | -- | -- |
| 666.88 | 1.21 | 6.22 | -- | -- | -- | -- | -- | 0.923 | -- | -- | -- | -- | -- |
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 | 162.06 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 7 |
| 2 | 162.69 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 11 | 165.71 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 22 | 166.71 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 23 | 166.76 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 36 | 167.91 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 42 | 168.36 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 43 | 168.47 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 47 | 168.82 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 49 | 168.91 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 57 | 169.28 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
| 60 | 169.33 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 10 |
| 75 | 169.76 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 9 |
| 94 | 170.26 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 9 |
| 103 | 170.47 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 10 |
| 108 | 170.61 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 10 |
| 112 | 170.74 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 9 |
| 113 | 170.75 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 9 |
| 114 | 170.75 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 9 |
| 118 | 170.84 | temperature | 20.0 | 720 | > th | dose independent | rect. | 23 | 10 |
| 121 | 170.91 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
| 124 | 170.92 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 7 |
| 125 | 170.98 | wind | 3.0 | 43200 | < th | dose dependent | sin | 8 | NA |
| 128 | 171.01 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 7 |
| 129 | 171.01 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 7 |
| 130 | 171.01 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 7 |
| 147 | 171.21 | temperature | 20.0 | 720 | > th | dose independent | rect. | 21 | 12 |
| 189 | 171.68 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 10 |
| 195 | 171.76 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 4 | 6 |
| 216 | 172.09 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 11 |
| 220 | 172.09 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 11 |
| 249 | 172.42 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 11 |
| 256 | 172.50 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 258 | 172.50 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 3 | 10 |
| 291 | 172.72 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 8 |
| 305 | 172.80 | temperature | 20.0 | 720 | > th | dose independent | sin | 9 | NA |
| 320 | 172.91 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 333 | 172.97 | temperature | 25.0 | 720 | < th | dose dependent | sin | 4 | NA |
| 388 | 173.33 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 2 |
| 420 | 173.49 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 2 |
| 432 | 173.52 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 14 |
| 439 | 173.54 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
| 486 | 173.81 | temperature | 20.0 | 720 | > th | dose independent | rect. | 16 | 17 |
| 513 | 173.93 | temperature | 20.0 | 720 | < th | dose independent | rect. | 3 | 5 |
| 521 | 173.97 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
| 583 | 174.33 | temperature | 20.0 | 720 | < th | dose independent | rect. | 5 | 2 |
| 710 | 174.77 | wind | 3.0 | 43200 | < th | dose independent | sin | 7 | NA |
| 746 | 174.87 | temperature | 20.0 | 720 | < th | dose independent | sin | 5 | NA |
| 754 | 174.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 14 |
| 803 | 175.08 | temperature | 20.0 | 720 | < th | dose independent | rect. | 2 | 11 |
| 848 | 175.24 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
| 877 | 175.34 | wind | 1.0 | 43200 | > th | dose dependent | sin | 9 | NA |
| 899 | 175.41 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 932 | 175.49 | temperature | 20.0 | 720 | > th | dose independent | rect. | 23 | 18 |
| 938 | 175.51 | temperature | 20.0 | 720 | > th | dose independent | rect. | 3 | 15 |
| 971 | 175.58 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 15 |
| 984 | 175.62 | wind | 3.0 | 43200 | > th | dose independent | sin | 7 | NA |