Os07g0507500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF1723 domain containing protein.
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Os07g0507500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF1723 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 220.05 | 0.697 | 4.72 | 1.56 | 0.639 | 1.28 | -0.461 | -0.227 | 0.391 | 20.7 | 65.27 | 797 | -- | -- |
| 220.05 | 0.691 | 4.72 | 1.54 | 0.635 | 1.27 | -0.37 | -- | 0.397 | 20.7 | 66 | 803 | -- | -- |
| 220.45 | 0.692 | 4.72 | 1.55 | 0.629 | 1.26 | -- | 0.112 | 0.394 | 20.7 | 66 | 806 | -- | -- |
| 220.48 | 0.692 | 4.72 | 1.55 | 0.632 | 1.27 | -- | -- | 0.394 | 20.8 | 66 | 812 | -- | -- |
| 224.18 | 0.697 | 4.7 | 1.51 | -- | 1.07 | -- | 0.152 | 0.427 | -- | 65 | 1430 | -- | -- |
| 242.9 | 0.731 | 4.72 | 1.52 | 0.0344 | -- | -0.597 | -- | 0.299 | 19.3 | -- | -- | -- | -- |
| 243.84 | 0.731 | 4.73 | 1.53 | 0.0395 | -- | -- | -- | 0.298 | 17.4 | -- | -- | -- | -- |
| 223.86 | 0.697 | 4.7 | 1.54 | -- | 1.06 | -- | -- | 0.402 | -- | 64.73 | 1431 | -- | -- |
| 279.35 | 0.778 | 4.73 | -- | 0.49 | 1.29 | -- | -- | 0.323 | 22.2 | 83.49 | 889 | -- | -- |
| 243.92 | 0.73 | 4.72 | 1.53 | -- | -- | -- | -- | 0.297 | -- | -- | -- | -- | -- |
| 305.73 | 0.818 | 4.76 | -- | 0.0216 | -- | -- | -- | 0.127 | 20.7 | -- | -- | -- | -- |
| 279.34 | 0.778 | 4.71 | -- | -- | 1.28 | -- | -- | 0.343 | -- | 83.4 | 1542 | -- | -- |
| 305.76 | 0.816 | 4.76 | -- | -- | -- | -- | -- | 0.127 | -- | -- | -- | -- | -- |
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 | 218.36 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 24 | 15 |
| 7 | 218.65 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 19 | 20 |
| 14 | 218.90 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 15 | 218.99 | humidity | 70.0 | 1440 | > th | dose dependent | sin | 4 | NA |
| 19 | 219.11 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 5 | 9 |
| 25 | 219.20 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 3 | 21 |
| 48 | 219.52 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 49 | 219.52 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 60 | 219.66 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 8 |
| 67 | 219.73 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 70 | 219.76 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 8 |
| 83 | 219.90 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 84 | 219.92 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 7 |
| 89 | 219.97 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 10 | 4 |
| 93 | 220.00 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
| 94 | 220.01 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 5 | 11 |
| 97 | 220.03 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 24 | 16 |
| 136 | 220.38 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 19 | 14 |
| 154 | 220.45 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 4 |
| 157 | 220.48 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 3 |
| 207 | 220.70 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 214 | 220.75 | humidity | 80.0 | 1440 | > th | dose independent | sin | 3 | NA |
| 240 | 220.89 | humidity | 80.0 | 1440 | < th | dose independent | sin | 3 | NA |
| 283 | 221.04 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 3 |
| 285 | 221.04 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 3 |
| 298 | 221.12 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 3 |
| 300 | 221.13 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 10 | 6 |
| 398 | 221.52 | humidity | 70.0 | 720 | > th | dose dependent | no | NA | NA |
| 442 | 221.68 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 9 | 23 |
| 448 | 221.70 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 450 | 221.71 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 5 |
| 463 | 221.74 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 17 | 18 |
| 481 | 221.81 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 19 | 12 |
| 579 | 222.09 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 632 | 222.20 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 633 | 222.20 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 635 | 222.20 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 637 | 222.21 | humidity | 90.0 | 1440 | < th | dose dependent | sin | 6 | NA |
| 654 | 222.25 | humidity | 70.0 | 720 | > th | dose independent | rect. | 3 | 21 |
| 833 | 222.75 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 24 | 14 |
| 852 | 222.82 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 873 | 222.89 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 22 | 19 |