Os10g0101200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Peptidase S10, serine carboxypeptidase family protein.
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Os10g0101200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Peptidase S10, serine carboxypeptidase 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 independent, 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129.85 | 0.535 | 10.9 | 1.84 | 1.37 | -1.28 | 0.716 | 2.03 | -0.194 | 12.6 | 21.4 | 3922 | -- | -- |
| 140.73 | 0.553 | 10.9 | 1.68 | 1.46 | -1.55 | 0.477 | -- | -0.224 | 12.6 | 21.02 | 5718 | -- | -- |
| 131.93 | 0.535 | 10.9 | 1.84 | 1.37 | -1.29 | -- | 1.93 | -0.196 | 12.7 | 21.45 | 3928 | -- | -- |
| 141.15 | 0.553 | 10.9 | 1.7 | 1.39 | -1.67 | -- | -- | -0.195 | 12.6 | 21.03 | 5732 | -- | -- |
| 247.52 | 0.733 | 10.9 | 1.8 | -- | -1.48 | -- | 1.64 | -0.193 | -- | 21.44 | 3815 | -- | -- |
| 191.85 | 0.649 | 11.1 | 0.458 | 1.44 | -- | 0.586 | -- | -0.817 | 12.6 | -- | -- | -- | -- |
| 193.26 | 0.651 | 11.1 | 0.481 | 1.44 | -- | -- | -- | -0.813 | 12.7 | -- | -- | -- | -- |
| 252.66 | 0.74 | 10.9 | 1.7 | -- | -1.96 | -- | -- | -0.188 | -- | 21 | 3843 | -- | -- |
| 166.32 | 0.601 | 11 | -- | 1.43 | -0.915 | -- | -- | -0.557 | 12.5 | 22.5 | 2582 | -- | -- |
| 323.18 | 0.84 | 11.1 | 0.43 | -- | -- | -- | -- | -0.839 | -- | -- | -- | -- | -- |
| 199.36 | 0.66 | 11.1 | -- | 1.43 | -- | -- | -- | -0.867 | 12.7 | -- | -- | -- | -- |
| 260.94 | 0.752 | 11 | -- | -- | -1.28 | -- | -- | -0.47 | -- | 25 | 976 | -- | -- |
| 328.05 | 0.845 | 11.1 | -- | -- | -- | -- | -- | -0.886 | -- | -- | -- | -- | -- |
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 | 123.36 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 2 |
| 2 | 123.42 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 2 |
| 14 | 125.17 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 20 | 11 |
| 17 | 125.35 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 20 | 11 |
| 33 | 125.80 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 21 | 7 |
| 46 | 126.04 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 2 |
| 52 | 126.10 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 21 | 7 |
| 100 | 126.52 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 1 | 3 |
| 108 | 126.59 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 2 |
| 221 | 127.21 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
| 311 | 127.77 | temperature | 20.0 | 1440 | > th | dose independent | sin | 11 | NA |
| 318 | 127.80 | temperature | 20.0 | 1440 | < th | dose independent | sin | 10 | NA |
| 381 | 128.17 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 1 | 7 |
| 404 | 128.34 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 11 | NA |
| 405 | 128.35 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
| 441 | 128.61 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 1 | 7 |
| 485 | 128.92 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 5 |
| 543 | 129.37 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 5 |
| 583 | 129.58 | wind | 9.0 | 43200 | < th | dose independent | rect. | 8 | 7 |
| 588 | 129.61 | wind | 9.0 | 43200 | > th | dose independent | rect. | 8 | 7 |
| 611 | 129.74 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
| 636 | 129.90 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 5 |
| 660 | 130.06 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
| 679 | 130.13 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 20 | 2 |
| 718 | 130.39 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 17 | 4 |
| 748 | 130.53 | wind | 9.0 | 43200 | < th | dose independent | rect. | 4 | 12 |
| 750 | 130.54 | temperature | 15.0 | 1440 | > th | dose dependent | sin | 11 | NA |
| 777 | 130.67 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 5 |
| 782 | 130.68 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 8 | 7 |
| 817 | 130.82 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
| 837 | 130.88 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 10 | 5 |
| 845 | 130.91 | wind | 9.0 | 43200 | > th | dose independent | rect. | 5 | 11 |
| 847 | 130.92 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 848 | 130.92 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 16 |
| 873 | 130.98 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 3 |
| 881 | 131.01 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
| 882 | 131.01 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 3 |
| 896 | 131.05 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 3 |
| 899 | 131.05 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 3 |
| 905 | 131.06 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 3 |
| 910 | 131.08 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 11 | 3 |
| 918 | 131.11 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 931 | 131.14 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 14 | 8 |
| 955 | 131.24 | wind | 9.0 | 43200 | < th | dose independent | rect. | 22 | 18 |
| 962 | 131.26 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 5 |
| 963 | 131.26 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 5 |
| 967 | 131.26 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 5 |
| 970 | 131.27 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 15 | 6 |
| 982 | 131.31 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 5 |
| 991 | 131.34 | wind | 9.0 | 43200 | > th | dose independent | rect. | 24 | 16 |