Os01g0215700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os01g0215700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipolytic enzyme, G-D-S-L family 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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73.18 | 0.402 | 3.06 | -0.151 | 0.136 | 4.06 | -0.403 | -13.7 | 0.0345 | 4.57 | 0.0924 | 28 | -- | -- |
| 76.32 | 0.41 | 3.03 | -0.0683 | 0.159 | -0.25 | -0.531 | -- | 0.0221 | 4.35 | 0.0924 | 28 | -- | -- |
| 73.57 | 0.399 | 3.06 | -0.146 | 0.141 | 4.15 | -- | -13.9 | 0.037 | 5.27 | 0.4999 | 27 | -- | -- |
| 76.97 | 0.411 | 3.02 | -0.0624 | 0.165 | -0.304 | -- | -- | 0.0244 | 5.3 | 0.4868 | 154 | -- | -- |
| 74.54 | 0.402 | 3.06 | -0.146 | -- | 4.22 | -- | -14.1 | 0.0414 | -- | 0.5 | 26 | -- | -- |
| 76.4 | 0.41 | 3.02 | -0.0727 | 0.157 | -- | -0.539 | -- | 0.0227 | 4.34 | -- | -- | -- | -- |
| 77.09 | 0.411 | 3.02 | -0.0673 | 0.163 | -- | -- | -- | 0.0256 | 5.35 | -- | -- | -- | -- |
| 78.37 | 0.412 | 3.02 | -0.0508 | -- | -0.19 | -- | -- | 0.0277 | -- | 0.209 | 228 | -- | -- |
| 77.07 | 0.411 | 3.02 | -- | 0.164 | -0.324 | -- | -- | 0.0312 | 5.31 | 0.347 | 228 | -- | -- |
| 78.47 | 0.414 | 3.02 | -0.0618 | -- | -- | -- | -- | 0.0296 | -- | -- | -- | -- | -- |
| 77.21 | 0.411 | 3.02 | -- | 0.161 | -- | -- | -- | 0.0331 | 5.36 | -- | -- | -- | -- |
| 78.17 | 0.412 | 3.03 | -- | -- | -0.238 | -- | -- | 0.0261 | -- | 0.01784 | 708 | -- | -- |
| 78.57 | 0.414 | 3.02 | -- | -- | -- | -- | -- | 0.0365 | -- | -- | -- | -- | -- |
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 | 71.15 | wind | 1.0 | 30 | < th | dose independent | rect. | 5 | 1 |
| 4 | 71.26 | wind | 1.0 | 30 | < th | dose independent | rect. | 5 | 13 |
| 8 | 71.30 | wind | 1.0 | 30 | < th | dose independent | rect. | 5 | 11 |
| 10 | 71.33 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 7 | 19 |
| 14 | 71.33 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 7 | 19 |
| 22 | 71.44 | wind | 1.0 | 30 | < th | dose dependent | rect. | 5 | 1 |
| 26 | 71.58 | wind | 1.0 | 30 | < th | dose dependent | rect. | 5 | 13 |
| 30 | 71.61 | wind | 1.0 | 30 | < th | dose dependent | rect. | 5 | 11 |
| 32 | 71.62 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 17 | 9 |
| 52 | 71.62 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 17 | 9 |
| 72 | 71.68 | wind | 1.0 | 30 | < th | dose independent | rect. | 4 | 4 |
| 73 | 71.70 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 1 | 3 |
| 82 | 71.71 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 1 | 3 |
| 91 | 71.80 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 1 | 17 |
| 95 | 71.80 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 1 | 17 |
| 99 | 71.82 | wind | 1.0 | 30 | < th | dose independent | rect. | 5 | 19 |
| 102 | 71.84 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 22 | 7 |
| 103 | 71.84 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 22 | 6 |
| 111 | 71.88 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 22 | 20 |
| 113 | 71.89 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 22 | 20 |
| 116 | 71.91 | wind | 1.0 | 30 | < th | dose dependent | rect. | 4 | 6 |
| 117 | 71.91 | wind | 1.0 | 30 | < th | dose dependent | rect. | 4 | 8 |
| 130 | 71.96 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 1 | 1 |
| 140 | 71.96 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 1 | 1 |
| 150 | 71.97 | wind | 1.0 | 30 | < th | dose independent | rect. | 5 | 9 |
| 215 | 72.34 | wind | 1.0 | 30 | < th | dose dependent | rect. | 5 | 19 |
| 311 | 72.48 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
| 344 | 72.68 | wind | 1.0 | 30 | > th | dose independent | sin | 0 | NA |
| 348 | 72.69 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 22 |
| 352 | 72.73 | precipitation | 0.1 | 30 | > th | dose dependent | sin | 8 | NA |
| 354 | 72.74 | precipitation | 0.1 | 30 | > th | dose independent | sin | 8 | NA |
| 356 | 72.74 | precipitation | 0.1 | 30 | < th | dose independent | sin | 8 | NA |
| 357 | 72.74 | precipitation | 0.1 | 30 | < th | dose dependent | sin | 8 | NA |
| 359 | 72.77 | wind | 1.0 | 30 | < th | dose independent | sin | 0 | NA |
| 380 | 72.81 | precipitation | 0.1 | 30 | < th | dose independent | sin | 10 | NA |
| 382 | 72.81 | precipitation | 0.1 | 30 | < th | dose dependent | sin | 10 | NA |
| 391 | 72.87 | radiation | 10.0 | 270 | < th | dose independent | rect. | 11 | 1 |
| 394 | 72.88 | wind | 1.0 | 30 | > th | dose independent | rect. | 5 | 19 |
| 397 | 72.93 | precipitation | 0.1 | 10 | < th | dose independent | sin | 16 | NA |
| 398 | 72.93 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 16 | NA |
| 439 | 73.05 | precipitation | 0.1 | 10 | > th | dose independent | sin | 16 | NA |
| 532 | 73.18 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 593 | 73.27 | temperature | 25.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 596 | 73.28 | precipitation | 0.1 | 10 | > th | dose dependent | sin | 13 | NA |
| 599 | 73.30 | wind | 1.0 | 30 | < th | dose dependent | sin | 0 | NA |
| 605 | 73.32 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
| 608 | 73.33 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 17 | 15 |
| 639 | 73.34 | precipitation | 0.1 | 30 | > th | dose independent | no | NA | NA |
| 640 | 73.34 | precipitation | 0.1 | 30 | < th | dose independent | no | NA | NA |
| 669 | 73.34 | precipitation | 0.1 | 30 | < th | dose dependent | no | NA | NA |
| 746 | 73.42 | precipitation | 0.1 | 30 | > th | dose dependent | no | NA | NA |
| 809 | 73.46 | temperature | 20.0 | 90 | < th | dose independent | rect. | 1 | 1 |
| 873 | 73.56 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 875 | 73.56 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 878 | 73.56 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 882 | 73.56 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 891 | 73.56 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 892 | 73.56 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 893 | 73.56 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 904 | 73.56 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
| 923 | 73.58 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 936 | 73.61 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 969 | 73.63 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 5 | 11 |
| 983 | 73.66 | wind | 1.0 | 30 | > th | dose independent | rect. | 5 | 23 |