Os05g0577200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Carboxylesterase, type B family protein.
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Os05g0577200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Carboxylesterase, type B 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 374.01 | 0.909 | 4.07 | -0.0785 | 0.21 | 1.66 | 1.66 | 2.16 | -0.179 | 9.6 | 25.09 | 1376 | -- | -- |
| 378.24 | 0.906 | 4.02 | 0.309 | 0.223 | 1.41 | 1.71 | -- | -0.0957 | 9.65 | 26.4 | 1459 | -- | -- |
| 379.9 | 0.908 | 4.09 | -0.147 | 0.0424 | 1.76 | -- | 3 | -0.211 | 9.39 | 23.8 | 737 | -- | -- |
| 388.79 | 0.918 | 4.01 | 0.38 | 0.217 | 1.47 | -- | -- | -0.0744 | 9.45 | 26.41 | 1458 | -- | -- |
| 379.86 | 0.908 | 4.09 | -0.155 | -- | 1.81 | -- | 3.11 | -0.23 | -- | 23.8 | 755 | -- | -- |
| 407.94 | 0.947 | 4.09 | -0.137 | 0.234 | -- | 1.69 | -- | -0.41 | 10.1 | -- | -- | -- | -- |
| 419.2 | 0.959 | 4.09 | -0.0704 | 0.225 | -- | -- | -- | -0.406 | 10.2 | -- | -- | -- | -- |
| 390.03 | 0.92 | 4.02 | 0.344 | -- | 1.42 | -- | -- | -0.0851 | -- | 26.42 | 968 | -- | -- |
| 392.03 | 0.922 | 4.03 | -- | 0.217 | 1.28 | -- | -- | -0.153 | 9.26 | 26.5 | 1446 | -- | -- |
| 422.27 | 0.96 | 4.09 | -0.0737 | -- | -- | -- | -- | -0.406 | -- | -- | -- | -- | -- |
| 419.33 | 0.958 | 4.08 | -- | 0.225 | -- | -- | -- | -0.398 | 10.2 | -- | -- | -- | -- |
| 392.79 | 0.923 | 4.04 | -- | -- | 1.27 | -- | -- | -0.154 | -- | 26.42 | 949 | -- | -- |
| 422.41 | 0.959 | 4.09 | -- | -- | -- | -- | -- | -0.398 | -- | -- | -- | -- | -- |
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 | 368.54 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 2 |
| 35 | 373.37 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 6 | 17 |
| 38 | 373.39 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 18 | NA |
| 83 | 373.79 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 15 | 21 |
| 92 | 373.83 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 19 |
| 95 | 373.85 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 96 | 373.85 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 1 |
| 138 | 374.00 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 20 | 4 |
| 153 | 374.08 | temperature | 25.0 | 1440 | < th | dose dependent | no | NA | NA |
| 182 | 374.18 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 21 | 23 |
| 216 | 374.39 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
| 228 | 374.50 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 7 |
| 287 | 374.78 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 17 | 1 |
| 318 | 374.94 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 20 | 4 |
| 329 | 374.99 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 19 |
| 429 | 375.73 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 13 | 12 |
| 454 | 375.90 | temperature | 20.0 | 1440 | > th | dose independent | sin | 16 | NA |
| 501 | 376.15 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 3 | 9 |
| 515 | 376.20 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 1 | 11 |
| 689 | 376.66 | temperature | 20.0 | 1440 | < th | dose independent | sin | 16 | NA |
| 715 | 376.71 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 13 | 13 |
| 717 | 376.71 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 5 | 4 |
| 745 | 376.77 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 17 | 15 |
| 781 | 376.86 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 17 | 12 |
| 820 | 376.96 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
| 899 | 377.11 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 2 | 6 |
| 965 | 377.28 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 5 | 2 |
| 987 | 377.32 | temperature | 10.0 | 1440 | > th | dose dependent | sin | 10 | NA |