Os02g0669000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os02g0669000 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 101.53 | 0.473 | 9.19 | -2.15 | 1.61 | 1.45 | 1.42 | -7.84 | -0.241 | 2.01 | 25.4 | 3295 | -- | -- |
| 112.79 | 0.495 | 9.02 | -0.68 | 1.64 | 1.09 | 1.24 | -- | -0.155 | 1.84 | -4.274 | 8447 | -- | -- |
| 108.11 | 0.484 | 9.22 | -2.44 | 1.61 | 1.75 | -- | -9.99 | -0.214 | 2.08 | 26.4 | 3399 | -- | -- |
| 113.71 | 0.497 | 8.99 | -0.385 | 1.49 | 0.896 | -- | -- | 0.0709 | 2.13 | 23.52 | 1083 | -- | -- |
| 245.99 | 0.73 | 9.13 | -1.65 | -- | 1.56 | -- | -4.64 | -0.216 | -- | 24.13 | 2530 | -- | -- |
| 129.75 | 0.534 | 8.95 | -0.0875 | 1.67 | -- | 1.39 | -- | 0.192 | 1.85 | -- | -- | -- | -- |
| 137.29 | 0.549 | 8.96 | -0.131 | 1.67 | -- | -- | -- | 0.184 | 1.89 | -- | -- | -- | -- |
| 237.33 | 0.717 | 8.98 | -0.496 | -- | 1.46 | -- | -- | 0.0114 | -- | 23.9 | 1082 | -- | -- |
| 117.48 | 0.505 | 8.97 | -- | 1.51 | 0.806 | -- | -- | 0.0969 | 2.12 | 23.52 | 1076 | -- | -- |
| 305.77 | 0.817 | 8.94 | -0.0623 | -- | -- | -- | -- | 0.222 | -- | -- | -- | -- | -- |
| 137.74 | 0.549 | 8.95 | -- | 1.67 | -- | -- | -- | 0.198 | 1.89 | -- | -- | -- | -- |
| 243.41 | 0.727 | 8.97 | -- | -- | 1.35 | -- | -- | 0.0786 | -- | 24 | 1081 | -- | -- |
| 305.88 | 0.816 | 8.94 | -- | -- | -- | -- | -- | 0.229 | -- | -- | -- | -- | -- |
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 | 93.12 | temperature | 15 | 90 | > th | dose dependent | rect. | 15 | 15 |
| 5 | 94.36 | temperature | 30 | 90 | < th | dose dependent | rect. | 19 | 8 |
| 7 | 94.57 | temperature | 15 | 10 | > th | dose dependent | rect. | 15 | 15 |
| 20 | 95.81 | temperature | 20 | 270 | > th | dose independent | rect. | 14 | 15 |
| 24 | 95.93 | temperature | 30 | 270 | < th | dose dependent | rect. | 17 | 8 |
| 26 | 96.16 | wind | 3 | 43200 | > th | dose dependent | rect. | 13 | 1 |
| 27 | 96.18 | temperature | 20 | 10 | > th | dose independent | rect. | 15 | 15 |
| 28 | 96.20 | temperature | 20 | 720 | > th | dose dependent | rect. | 16 | 8 |
| 31 | 96.28 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 2 |
| 40 | 96.59 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 2 |
| 92 | 97.97 | wind | 9 | 43200 | < th | dose dependent | rect. | 13 | 1 |
| 100 | 98.05 | temperature | 20 | 720 | > th | dose dependent | sin | 15 | NA |
| 145 | 98.81 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 4 |
| 149 | 98.85 | temperature | 30 | 90 | < th | dose dependent | rect. | 12 | 15 |
| 209 | 99.43 | temperature | 30 | 720 | < th | dose dependent | sin | 17 | NA |
| 216 | 99.46 | temperature | 25 | 720 | > th | dose dependent | rect. | 16 | 17 |
| 221 | 99.50 | temperature | 25 | 720 | < th | dose independent | rect. | 11 | 13 |
| 239 | 99.62 | wind | 9 | 43200 | < th | dose dependent | rect. | 12 | 3 |
| 295 | 99.92 | temperature | 25 | 720 | > th | dose dependent | sin | 12 | NA |
| 310 | 100.03 | temperature | 30 | 720 | < th | dose dependent | rect. | 19 | 2 |
| 324 | 100.12 | temperature | 25 | 720 | < th | dose independent | rect. | 15 | 8 |
| 380 | 100.38 | temperature | 25 | 720 | < th | dose independent | sin | 18 | NA |
| 452 | 100.71 | wind | 5 | 43200 | < th | dose independent | sin | 20 | NA |
| 476 | 100.79 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 1 |
| 481 | 100.80 | wind | 5 | 43200 | > th | dose independent | sin | 20 | NA |
| 482 | 100.80 | radiation | 40 | 43200 | > th | dose independent | rect. | 9 | 2 |
| 499 | 100.84 | temperature | 25 | 720 | > th | dose independent | rect. | 16 | 6 |
| 504 | 100.85 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 1 |
| 545 | 101.00 | temperature | 25 | 720 | > th | dose independent | rect. | 16 | 4 |
| 583 | 101.14 | radiation | 20 | 14400 | < th | dose independent | rect. | 3 | 3 |
| 611 | 101.24 | temperature | 25 | 720 | < th | dose independent | rect. | 4 | 20 |
| 659 | 101.41 | radiation | 30 | 43200 | > th | dose dependent | rect. | 9 | 1 |
| 665 | 101.42 | radiation | 1 | 270 | < th | dose dependent | rect. | 5 | 20 |
| 669 | 101.44 | radiation | 20 | 43200 | > th | dose independent | rect. | 7 | 1 |
| 671 | 101.45 | radiation | 20 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 673 | 101.45 | temperature | 20 | 30 | > th | dose dependent | sin | 12 | NA |
| 697 | 101.48 | radiation | 40 | 43200 | > th | dose independent | rect. | 7 | 4 |
| 757 | 101.58 | wind | 3 | 43200 | > th | dose dependent | sin | 21 | NA |
| 791 | 101.65 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 11 |
| 825 | 101.74 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 1 |
| 830 | 101.75 | wind | 7 | 43200 | > th | dose dependent | rect. | 5 | 15 |
| 900 | 101.89 | wind | 7 | 43200 | > th | dose dependent | rect. | 13 | 20 |
| 938 | 101.98 | radiation | 20 | 43200 | < th | dose independent | rect. | 4 | 5 |
| 949 | 101.99 | radiation | 20 | 43200 | < th | dose independent | rect. | 18 | 15 |
| 967 | 102.01 | wind | 7 | 43200 | > th | dose dependent | rect. | 24 | 19 |
| 968 | 102.02 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 1 |