Os10g0158100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Senescence-associated protein 15.
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Os10g0158100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Senescence-associated protein 15.
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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 = wind,
response mode = > th, dose dependency = dose dependent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 615.17 | 1.17 | 3.74 | -0.527 | 0.987 | 4.95 | -0.443 | 5.03 | 1.05 | 23.5 | 4.842 | 1863 | 2.98 | -- |
| 618.32 | 1.16 | 3.71 | -0.535 | 0.968 | 4 | -0.198 | -- | 1.05 | 23.4 | 4.79 | 1912 | 3.87 | -- |
| 615.98 | 1.16 | 3.74 | -0.521 | 0.996 | 4.94 | -- | 5.03 | 1.05 | 23.4 | 4.879 | 1868 | 3.04 | -- |
| 617.38 | 1.16 | 3.7 | -0.582 | 0.97 | 4.03 | -- | -- | 1.08 | 23.3 | 4.4 | 1935 | 3.08 | -- |
| 666.17 | 1.2 | 3.73 | -0.428 | -- | 4.58 | -- | 3.94 | 1.03 | -- | 4.416 | 1922 | 5.69 | -- |
| 782.03 | 1.31 | 3.78 | -1.15 | 1.04 | -- | -0.715 | -- | 0.733 | 23.6 | -- | -- | -- | -- |
| 784.22 | 1.31 | 3.78 | -1.12 | 1.04 | -- | -- | -- | 0.736 | 23.5 | -- | -- | -- | -- |
| 667 | 1.2 | 3.69 | -0.473 | -- | 3.91 | -- | -- | 1.03 | -- | 3.97 | 1936 | 5.79 | -- |
| 625.96 | 1.17 | 3.69 | -- | 0.991 | 4.14 | -- | -- | 1.12 | 23.4 | 4.44 | 1933 | 2.72 | -- |
| 852.32 | 1.36 | 3.75 | -1.09 | -- | -- | -- | -- | 0.747 | -- | -- | -- | -- | -- |
| 817.43 | 1.34 | 3.75 | -- | 1.03 | -- | -- | -- | 0.861 | 23.5 | -- | -- | -- | -- |
| 672.32 | 1.21 | 3.68 | -- | -- | 4.01 | -- | -- | 1.09 | -- | 4.2 | 1983 | 6.22 | -- |
| 883.9 | 1.39 | 3.72 | -- | -- | -- | -- | -- | 0.869 | -- | -- | -- | -- | -- |
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 | 608.97 | wind | 9 | 1440 | < th | dose independent | rect. | 22 | 3 |
| 2 | 611.21 | wind | 7 | 4320 | > th | dose dependent | rect. | 21 | 6 |
| 3 | 613.78 | radiation | 10 | 4320 | > th | dose independent | rect. | 17 | 1 |
| 17 | 616.45 | wind | 7 | 4320 | > th | dose independent | rect. | 21 | 6 |
| 18 | 617.20 | wind | 7 | 4320 | > th | dose dependent | rect. | 21 | 2 |
| 25 | 620.25 | wind | 9 | 4320 | > th | dose independent | rect. | 19 | 1 |
| 26 | 620.25 | wind | 9 | 4320 | > th | dose dependent | rect. | 19 | 1 |
| 27 | 620.35 | wind | 7 | 4320 | < th | dose independent | rect. | 24 | 1 |
| 28 | 620.83 | wind | 7 | 1440 | < th | dose independent | rect. | 21 | 13 |
| 29 | 621.36 | wind | 7 | 1440 | > th | dose independent | rect. | 21 | 13 |
| 32 | 623.11 | wind | 5 | 1440 | > th | dose dependent | rect. | 21 | 12 |
| 46 | 626.66 | wind | 5 | 4320 | > th | dose independent | rect. | 24 | 2 |
| 51 | 628.07 | wind | 5 | 4320 | > th | dose dependent | rect. | 24 | 2 |
| 53 | 628.10 | wind | 9 | 14400 | > th | dose dependent | rect. | 12 | 1 |
| 56 | 628.58 | wind | 7 | 4320 | > th | dose independent | rect. | 21 | 2 |
| 59 | 628.80 | wind | 5 | 1440 | > th | dose dependent | sin | 9 | NA |
| 67 | 629.29 | wind | 5 | 4320 | > th | dose independent | rect. | 21 | 8 |
| 88 | 630.40 | wind | 9 | 4320 | > th | dose dependent | rect. | 16 | 1 |
| 92 | 630.74 | wind | 5 | 1440 | > th | dose independent | sin | 9 | NA |
| 111 | 631.57 | wind | 5 | 1440 | < th | dose independent | sin | 9 | NA |
| 132 | 632.29 | wind | 9 | 4320 | > th | dose dependent | rect. | 16 | 21 |
| 191 | 634.14 | temperature | 20 | 14400 | < th | dose dependent | rect. | 6 | 13 |
| 229 | 635.09 | temperature | 15 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 237 | 635.27 | wind | 9 | 4320 | < th | dose independent | rect. | 16 | 20 |
| 249 | 635.47 | wind | 7 | 1440 | < th | dose dependent | rect. | 22 | 14 |
| 257 | 635.71 | temperature | 15 | 14400 | > th | dose independent | rect. | 4 | 5 |
| 267 | 635.84 | wind | 9 | 1440 | < th | dose dependent | sin | 7 | NA |
| 268 | 635.85 | temperature | 15 | 14400 | < th | dose independent | rect. | 4 | 1 |
| 289 | 636.27 | wind | 9 | 4320 | > th | dose independent | rect. | 16 | 1 |
| 320 | 636.70 | wind | 1 | 1440 | > th | dose dependent | sin | 7 | NA |
| 343 | 637.26 | temperature | 20 | 14400 | < th | dose dependent | sin | 23 | NA |
| 347 | 637.31 | wind | 1 | 1440 | > th | dose dependent | rect. | 21 | 15 |
| 368 | 637.63 | temperature | 20 | 14400 | < th | dose dependent | rect. | 8 | 11 |
| 373 | 637.70 | temperature | 20 | 14400 | < th | dose dependent | rect. | 15 | 1 |
| 386 | 638.00 | temperature | 20 | 14400 | < th | dose dependent | rect. | 14 | 4 |
| 392 | 638.09 | temperature | 20 | 14400 | < th | dose independent | rect. | 12 | 4 |
| 397 | 638.19 | temperature | 20 | 14400 | < th | dose dependent | rect. | 11 | 7 |
| 409 | 638.36 | temperature | 20 | 14400 | < th | dose dependent | rect. | 9 | 1 |
| 419 | 638.47 | temperature | 20 | 14400 | < th | dose independent | rect. | 15 | 1 |
| 447 | 638.75 | temperature | 20 | 14400 | < th | dose independent | rect. | 12 | 2 |
| 451 | 638.80 | temperature | 20 | 14400 | > th | dose independent | rect. | 12 | 4 |
| 492 | 639.46 | temperature | 20 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 553 | 640.19 | wind | 7 | 4320 | < th | dose independent | rect. | 4 | 5 |
| 573 | 640.36 | wind | 7 | 4320 | > th | dose independent | rect. | 4 | 5 |
| 606 | 640.74 | wind | 9 | 4320 | > th | dose independent | rect. | 16 | 20 |
| 674 | 641.59 | wind | 7 | 4320 | < th | dose independent | rect. | 19 | 1 |
| 697 | 641.89 | wind | 7 | 4320 | < th | dose independent | rect. | 7 | 2 |
| 765 | 642.70 | temperature | 20 | 14400 | < th | dose dependent | rect. | 6 | 5 |
| 868 | 643.76 | wind | 9 | 1440 | < th | dose dependent | rect. | 1 | 9 |
| 877 | 643.87 | wind | 7 | 4320 | > th | dose independent | rect. | 7 | 2 |
| 913 | 644.22 | temperature | 20 | 14400 | < th | dose dependent | rect. | 12 | 1 |
| 959 | 644.65 | wind | 1 | 1440 | > th | dose dependent | rect. | 1 | 9 |
| 986 | 644.92 | wind | 5 | 4320 | > th | dose dependent | rect. | 3 | 6 |