Os06g0210900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipase, class 3 family protein.
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Os06g0210900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipase, class 3 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 = atmosphere,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 65.03 | 0.379 | 2.9 | -0.11 | 0.211 | 0.226 | -0.609 | -1.2 | 0.0668 | 5.31 | 1009 | 31 | -- | -- |
| 66.19 | 0.382 | 2.9 | -0.0881 | 0.209 | 0.163 | -0.563 | -- | 0.0335 | 5.22 | 1016 | 62 | -- | -- |
| 65.93 | 0.378 | 2.9 | -0.113 | 0.207 | 0.227 | -- | -1.14 | 0.0708 | 5.62 | 1009 | 42 | -- | -- |
| 66.95 | 0.381 | 2.9 | -0.0886 | 0.208 | 0.172 | -- | -- | 0.0373 | 5.61 | 1020 | 61 | -- | -- |
| 68.16 | 0.387 | 2.9 | -0.098 | -- | 0.197 | -- | -1.15 | 0.0687 | -- | 1009 | 56 | -- | -- |
| 66.47 | 0.382 | 2.9 | -0.0797 | 0.203 | -- | -0.575 | -- | 0.0118 | 5.18 | -- | -- | -- | -- |
| 67.27 | 0.384 | 2.9 | -0.0792 | 0.201 | -- | -- | -- | 0.0147 | 5.56 | -- | -- | -- | -- |
| 69.19 | 0.389 | 2.9 | -0.0795 | -- | 0.131 | -- | -- | 0.0369 | -- | 1020 | 61 | -- | -- |
| 67.16 | 0.382 | 2.9 | -- | 0.206 | 0.161 | -- | -- | 0.0458 | 5.62 | 1023 | 59 | -- | -- |
| 69.37 | 0.389 | 2.91 | -0.0727 | -- | -- | -- | -- | 0.0195 | -- | -- | -- | -- | -- |
| 67.44 | 0.384 | 2.9 | -- | 0.199 | -- | -- | -- | 0.0235 | 5.58 | -- | -- | -- | -- |
| 69.35 | 0.389 | 2.9 | -- | -- | 0.12 | -- | -- | 0.0443 | -- | 1023 | 59 | -- | -- |
| 69.51 | 0.389 | 2.9 | -- | -- | -- | -- | -- | 0.0276 | -- | -- | -- | -- | -- |
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 | 61.54 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 1 | 1 |
| 3 | 61.62 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 24 | 5 |
| 4 | 61.73 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 5 |
| 15 | 61.92 | temperature | 20.0 | 90 | > th | dose independent | rect. | 1 | 5 |
| 19 | 62.03 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 2 |
| 26 | 62.17 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 6 |
| 38 | 62.59 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
| 39 | 62.62 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 2 |
| 43 | 62.65 | wind | 1.0 | 30 | < th | dose dependent | rect. | 2 | 3 |
| 58 | 62.82 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 2 | 4 |
| 62 | 62.84 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 2 | 4 |
| 64 | 62.86 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 6 | 1 |
| 85 | 63.00 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 6 | 1 |
| 90 | 63.08 | wind | 1.0 | 10 | < th | dose independent | rect. | 3 | 1 |
| 107 | 63.18 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 4 |
| 113 | 63.21 | temperature | 20.0 | 90 | > th | dose independent | rect. | 3 | 2 |
| 117 | 63.24 | radiation | 10.0 | 30 | < th | dose independent | rect. | 6 | 1 |
| 132 | 63.34 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
| 135 | 63.38 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 1 |
| 138 | 63.40 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 20 | 5 |
| 139 | 63.40 | wind | 1.0 | 90 | < th | dose independent | rect. | 9 | 19 |
| 147 | 63.44 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 3 |
| 154 | 63.46 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 160 | 63.48 | wind | 1.0 | 90 | < th | dose independent | rect. | 11 | 17 |
| 164 | 63.49 | wind | 1.0 | 90 | < th | dose independent | rect. | 15 | 13 |
| 176 | 63.51 | wind | 1.0 | 30 | < th | dose dependent | rect. | 9 | 19 |
| 178 | 63.52 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 179 | 63.52 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 186 | 63.54 | temperature | 25.0 | 10 | > th | dose independent | rect. | 4 | 1 |
| 198 | 63.57 | wind | 3.0 | 30 | > th | dose independent | rect. | 6 | 1 |
| 225 | 63.62 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
| 226 | 63.62 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 228 | 63.63 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 2 |
| 229 | 63.63 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 2 |
| 230 | 63.63 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 6 |
| 233 | 63.63 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 2 |
| 234 | 63.63 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 6 |
| 235 | 63.64 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 4 |
| 236 | 63.64 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 4 |
| 244 | 63.66 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 246 | 63.67 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
| 248 | 63.67 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 251 | 63.67 | wind | 1.0 | 30 | < th | dose dependent | rect. | 15 | 13 |
| 289 | 63.75 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 300 | 63.77 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
| 327 | 63.80 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 18 | 8 |
| 363 | 63.86 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 23 | 6 |
| 456 | 63.99 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 1 | 7 |
| 459 | 64.00 | atmosphere | 1005.0 | 30 | < th | dose dependent | sin | 9 | NA |
| 463 | 64.00 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 1 | 6 |
| 473 | 64.01 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 485 | 64.03 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 24 | 5 |
| 488 | 64.03 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
| 513 | 64.06 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 20 | 1 |
| 527 | 64.07 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 1 | 4 |
| 550 | 64.10 | temperature | 20.0 | 90 | > th | dose independent | rect. | 13 | 17 |
| 560 | 64.10 | wind | 1.0 | 30 | < th | dose dependent | rect. | 6 | 22 |
| 562 | 64.11 | temperature | 20.0 | 10 | > th | dose independent | rect. | 14 | 17 |
| 627 | 64.16 | wind | 1.0 | 30 | > th | dose independent | rect. | 5 | 23 |
| 649 | 64.18 | humidity | 80.0 | 270 | > th | dose independent | rect. | 1 | 2 |
| 653 | 64.18 | temperature | 20.0 | 90 | > th | dose independent | rect. | 11 | 19 |
| 654 | 64.18 | wind | 3.0 | 30 | > th | dose dependent | rect. | 6 | 1 |
| 663 | 64.19 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
| 665 | 64.20 | atmosphere | 1005.0 | 270 | < th | dose independent | sin | 12 | NA |
| 672 | 64.20 | temperature | 20.0 | 90 | > th | dose independent | rect. | 15 | 15 |
| 752 | 64.25 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 20 | 13 |
| 793 | 64.27 | wind | 1.0 | 30 | < th | dose dependent | rect. | 9 | 1 |
| 861 | 64.30 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 14 | 13 |
| 862 | 64.30 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 15 |
| 868 | 64.31 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 870 | 64.31 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 871 | 64.31 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 875 | 64.31 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 876 | 64.31 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 878 | 64.31 | radiation | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 883 | 64.31 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 1 |
| 890 | 64.31 | wind | 1.0 | 90 | > th | dose independent | rect. | 7 | 18 |
| 891 | 64.31 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 23 |
| 893 | 64.31 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 898 | 64.31 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 914 | 64.32 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 941 | 64.33 | radiation | 10.0 | 90 | < th | dose independent | rect. | 1 | 6 |
| 991 | 64.34 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 14 | 7 |