Os01g0934700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os01g0934700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase domain containing 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 238.69 | 0.726 | 2.99 | -0.131 | 0.0289 | -0.477 | -0.309 | 3.04 | -0.114 | 1.22 | 55.08 | 4388 | -- | -- |
| 241.59 | 0.724 | 3.04 | -0.247 | 0.0218 | 0.601 | -0.244 | -- | -0.0521 | 1.75 | 35 | 5456 | -- | -- |
| 239.03 | 0.72 | 2.98 | -0.101 | 0.0318 | -0.566 | -- | 3.25 | -0.112 | 1.32 | 54.52 | 4386 | -- | -- |
| 241.61 | 0.724 | 3.03 | -0.294 | 0.036 | 0.72 | -- | -- | -0.0444 | 1.78 | 39 | 4909 | -- | -- |
| 239.1 | 0.72 | 2.98 | -0.104 | -- | -0.545 | -- | 3.21 | -0.111 | -- | 54.58 | 4387 | -- | -- |
| 250.21 | 0.742 | 3.04 | -0.0891 | 0.0306 | -- | -0.297 | -- | -0.0672 | 1.25 | -- | -- | -- | -- |
| 250.57 | 0.741 | 3.04 | -0.0787 | 0.031 | -- | -- | -- | -0.0655 | 0.745 | -- | -- | -- | -- |
| 241.56 | 0.724 | 3.03 | -0.308 | -- | 0.789 | -- | -- | -0.0429 | -- | 44.53 | 4939 | -- | -- |
| 243.67 | 0.727 | 3.03 | -- | 0.0466 | 0.628 | -- | -- | -0.0246 | 2.24 | 43 | 4906 | -- | -- |
| 250.63 | 0.74 | 3.04 | -0.0776 | -- | -- | -- | -- | -0.0649 | -- | -- | -- | -- | -- |
| 250.74 | 0.741 | 3.04 | -- | 0.0298 | -- | -- | -- | -0.0567 | 0.623 | -- | -- | -- | -- |
| 243.71 | 0.727 | 3.03 | -- | -- | 0.624 | -- | -- | -0.0206 | -- | 43.6 | 4924 | -- | -- |
| 250.79 | 0.739 | 3.04 | -- | -- | -- | -- | -- | -0.0563 | -- | -- | -- | -- | -- |
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 | 228.60 | temperature | 20 | 10 | < th | dose dependent | rect. | 2 | 2 |
| 14 | 230.79 | temperature | 20 | 90 | < th | dose independent | rect. | 2 | 1 |
| 19 | 231.01 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 3 |
| 29 | 232.15 | temperature | 20 | 270 | < th | dose independent | rect. | 24 | 1 |
| 31 | 232.32 | temperature | 20 | 270 | < th | dose dependent | rect. | 15 | 4 |
| 33 | 232.41 | temperature | 20 | 270 | < th | dose dependent | rect. | 18 | 1 |
| 34 | 232.42 | temperature | 20 | 270 | < th | dose independent | rect. | 18 | 1 |
| 39 | 232.57 | temperature | 20 | 270 | < th | dose independent | rect. | 16 | 3 |
| 48 | 232.79 | humidity | 70 | 1440 | < th | dose independent | rect. | 7 | 4 |
| 50 | 232.89 | humidity | 70 | 1440 | > th | dose independent | rect. | 7 | 4 |
| 64 | 233.11 | humidity | 70 | 1440 | > th | dose independent | rect. | 4 | 7 |
| 68 | 233.15 | humidity | 70 | 1440 | > th | dose independent | rect. | 23 | 12 |
| 69 | 233.15 | humidity | 70 | 1440 | > th | dose independent | rect. | 20 | 15 |
| 75 | 233.19 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 21 |
| 77 | 233.25 | humidity | 80 | 1440 | < th | dose dependent | rect. | 7 | 4 |
| 81 | 233.40 | humidity | 80 | 1440 | < th | dose dependent | rect. | 4 | 7 |
| 86 | 233.44 | humidity | 80 | 90 | < th | dose independent | rect. | 2 | 4 |
| 95 | 233.64 | humidity | 80 | 90 | < th | dose dependent | rect. | 2 | 4 |
| 98 | 233.65 | humidity | 90 | 30 | < th | dose dependent | rect. | 2 | 2 |
| 100 | 233.67 | humidity | 90 | 30 | < th | dose independent | rect. | 2 | 2 |
| 101 | 233.68 | temperature | 20 | 270 | < th | dose independent | rect. | 9 | 10 |
| 110 | 233.71 | temperature | 25 | 10 | < th | dose dependent | rect. | 1 | 22 |
| 124 | 233.79 | temperature | 20 | 270 | < th | dose independent | rect. | 11 | 8 |
| 145 | 233.90 | humidity | 80 | 1440 | < th | dose dependent | rect. | 22 | 13 |
| 156 | 233.96 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
| 161 | 234.04 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
| 190 | 234.35 | humidity | 90 | 90 | > th | dose independent | rect. | 19 | 2 |
| 209 | 234.50 | temperature | 25 | 90 | < th | dose dependent | rect. | 17 | 5 |
| 232 | 234.59 | temperature | 20 | 270 | < th | dose dependent | rect. | 24 | 1 |
| 246 | 234.66 | temperature | 25 | 90 | < th | dose dependent | rect. | 15 | 7 |
| 285 | 234.97 | wind | 1 | 14400 | > th | dose independent | rect. | 10 | 3 |
| 293 | 235.02 | temperature | 25 | 10 | < th | dose dependent | rect. | 18 | 5 |
| 297 | 235.06 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 3 |
| 353 | 235.37 | wind | 1 | 14400 | < th | dose dependent | rect. | 10 | 3 |
| 354 | 235.37 | temperature | 25 | 10 | < th | dose dependent | rect. | 16 | 7 |
| 408 | 235.73 | radiation | 10 | 4320 | < th | dose dependent | rect. | 11 | 6 |
| 410 | 235.74 | humidity | 50 | 10 | < th | dose independent | rect. | 11 | 1 |
| 503 | 235.74 | humidity | 50 | 10 | < th | dose dependent | rect. | 11 | 1 |
| 661 | 236.40 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 9 |
| 675 | 236.48 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 9 |
| 699 | 236.64 | humidity | 70 | 1440 | > th | dose independent | sin | 8 | NA |
| 700 | 236.65 | humidity | 70 | 1440 | < th | dose independent | sin | 8 | NA |
| 701 | 236.65 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 13 |
| 703 | 236.66 | wind | 7 | 1440 | < th | dose independent | rect. | 23 | 10 |
| 713 | 236.71 | humidity | 80 | 270 | > th | dose dependent | rect. | 18 | 1 |
| 734 | 236.74 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 13 |
| 765 | 236.85 | humidity | 90 | 30 | > th | dose independent | rect. | 15 | 7 |
| 786 | 236.91 | radiation | 10 | 4320 | < th | dose dependent | rect. | 11 | 12 |
| 788 | 236.91 | radiation | 10 | 4320 | < th | dose dependent | rect. | 11 | 18 |
| 797 | 236.94 | radiation | 10 | 4320 | < th | dose dependent | rect. | 15 | 1 |
| 799 | 236.94 | radiation | 10 | 4320 | < th | dose dependent | rect. | 11 | 10 |
| 816 | 236.98 | temperature | 20 | 90 | < th | dose independent | rect. | 9 | 13 |
| 853 | 237.09 | temperature | 25 | 10 | < th | dose dependent | rect. | 22 | 1 |
| 898 | 237.13 | humidity | 50 | 10 | > th | dose independent | rect. | 22 | 22 |
| 911 | 237.18 | wind | 3 | 270 | < th | dose independent | rect. | 16 | 3 |
| 926 | 237.23 | wind | 7 | 1440 | > th | dose independent | rect. | 23 | 10 |
| 938 | 237.26 | wind | 5 | 1440 | > th | dose dependent | rect. | 24 | 9 |
| 997 | 237.46 | humidity | 90 | 4320 | < th | dose dependent | rect. | 11 | 1 |