Os02g0778900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Proteinase inhibitor I9, subtilisin propeptide domain containing protein.
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Os02g0778900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Proteinase inhibitor I9, subtilisin propeptide 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 = atmosphere,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 468.79 | 1.02 | 5.32 | 1.98 | 1.47 | -2.19 | 2.54 | -3.53 | 2.4 | 12.7 | 1001 | 5824 | -- | -- |
| 473.68 | 1.01 | 5.34 | 1.81 | 1.48 | -2.28 | 2.68 | -- | 2.43 | 12.7 | 999.6 | 5930 | -- | -- |
| 495.96 | 1.04 | 5.31 | 2.08 | 1.47 | -2.16 | -- | -3.6 | 2.42 | 12.9 | 1001 | 5826 | -- | -- |
| 500.26 | 1.04 | 5.34 | 1.92 | 1.46 | -2.34 | -- | -- | 2.43 | 12.9 | 999.1 | 5961 | -- | -- |
| 617.82 | 1.16 | 5.32 | 2.12 | -- | -2.58 | -- | -3.47 | 2.52 | -- | 1003 | 7040 | -- | -- |
| 631.92 | 1.18 | 5.4 | 2.23 | 1.48 | -- | 2.45 | -- | 2.18 | 12.7 | -- | -- | -- | -- |
| 657.06 | 1.2 | 5.4 | 2.32 | 1.48 | -- | -- | -- | 2.19 | 12.9 | -- | -- | -- | -- |
| 631.52 | 1.17 | 5.33 | 2.05 | -- | -2.74 | -- | -- | 2.57 | -- | 1002 | 7431 | -- | -- |
| 594.35 | 1.14 | 5.39 | -- | 1.44 | -2.58 | -- | -- | 2.25 | 12.8 | 999.7 | 5881 | -- | -- |
| 792.84 | 1.32 | 5.42 | 2.26 | -- | -- | -- | -- | 2.17 | -- | -- | -- | -- | -- |
| 798.75 | 1.32 | 5.45 | -- | 1.44 | -- | -- | -- | 1.93 | 12.9 | -- | -- | -- | -- |
| 719.53 | 1.25 | 5.41 | -- | -- | -2.67 | -- | -- | 2.23 | -- | 999.1 | 5862 | -- | -- |
| 928.01 | 1.42 | 5.48 | -- | -- | -- | -- | -- | 1.91 | -- | -- | -- | -- | -- |
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 | 429.33 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 13 | 2 |
| 7 | 437.14 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
| 10 | 439.27 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 14 | 4 |
| 11 | 439.76 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 14 | 4 |
| 12 | 440.03 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 35 | 445.20 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
| 51 | 447.16 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 13 | 3 |
| 62 | 448.50 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 3 |
| 63 | 448.52 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 3 |
| 64 | 448.52 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 3 |
| 68 | 448.97 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 72 | 449.80 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 3 |
| 85 | 451.04 | atmosphere | 995.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 86 | 451.15 | atmosphere | 1015.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
| 95 | 451.36 | atmosphere | 1015.0 | 14400 | < th | dose dependent | rect. | 16 | 4 |
| 118 | 452.00 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 7 | 10 |
| 119 | 452.04 | atmosphere | 1000.0 | 14400 | > th | dose dependent | rect. | 13 | 7 |
| 133 | 452.29 | atmosphere | 1000.0 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 157 | 452.58 | atmosphere | 1000.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 194 | 453.10 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
| 283 | 454.21 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 8 | 8 |
| 300 | 454.38 | atmosphere | 1000.0 | 14400 | > th | dose dependent | sin | 19 | NA |
| 343 | 454.76 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 24 | 1 |
| 348 | 454.79 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
| 375 | 454.95 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
| 397 | 455.05 | atmosphere | 1015.0 | 14400 | < th | dose dependent | sin | 18 | NA |
| 576 | 455.82 | atmosphere | 1005.0 | 14400 | > th | dose independent | sin | 22 | NA |
| 577 | 455.82 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 1 | 16 |
| 924 | 456.77 | atmosphere | 1000.0 | 14400 | > th | dose dependent | no | NA | NA |
| 958 | 456.85 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 991 | 456.92 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
| 994 | 456.93 | atmosphere | 1015.0 | 14400 | < th | dose dependent | no | NA | NA |