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Os09g0327000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF599 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
324.97 | 0.847 | 4.53 | 1.63 | 0.569 | 3 | 0.59 | 4.63 | -0.366 | 7.7 | 18.91 | 6141 | -- | -- |
342.17 | 0.862 | 4.34 | 2.08 | 0.552 | 1.73 | 0.46 | -- | -0.192 | 6.88 | 19.7 | 6378 | -- | -- |
325.65 | 0.84 | 4.54 | 1.66 | 0.564 | 3.05 | -- | 4.73 | -0.364 | 7.55 | 18.93 | 6222 | -- | -- |
341.82 | 0.861 | 4.34 | 1.92 | 0.549 | 1.6 | -- | -- | -0.242 | 7.47 | 19.7 | 6380 | -- | -- |
342.4 | 0.862 | 4.56 | 1.7 | -- | 3.16 | -- | 4.91 | -0.347 | -- | 18.96 | 6452 | -- | -- |
377.25 | 0.911 | 4.46 | 0.835 | 0.575 | -- | 0.648 | -- | -0.703 | 7.83 | -- | -- | -- | -- |
378.45 | 0.911 | 4.46 | 0.851 | 0.577 | -- | -- | -- | -0.704 | 7.7 | -- | -- | -- | -- |
358.55 | 0.882 | 4.35 | 1.95 | -- | 1.62 | -- | -- | -0.234 | -- | 19.7 | 6381 | -- | -- |
386.09 | 0.92 | 4.43 | -- | 0.574 | 0.4 | -- | -- | -0.609 | 9.27 | 24.6 | 2816 | -- | -- |
396.39 | 0.93 | 4.47 | 0.859 | -- | -- | -- | -- | -0.696 | -- | -- | -- | -- | -- |
397.53 | 0.933 | 4.48 | -- | 0.584 | -- | -- | -- | -0.799 | 7.6 | -- | -- | -- | -- |
383.13 | 0.912 | 4.45 | -- | -- | 0.765 | -- | -- | -0.591 | -- | 22.5 | 685 | -- | -- |
415.83 | 0.952 | 4.49 | -- | -- | -- | -- | -- | -0.791 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 324.42 | temperature | 25 | 10 | < th | dose dependent | rect. | 24 | 22 |
9 | 326.68 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 2 |
10 | 326.69 | temperature | 20 | 1440 | > th | dose independent | rect. | 4 | 2 |
40 | 330.95 | temperature | 20 | 4320 | < th | dose dependent | rect. | 1 | 1 |
43 | 331.40 | temperature | 20 | 4320 | > th | dose independent | rect. | 22 | 1 |
45 | 331.86 | wind | 5 | 4320 | < th | dose independent | rect. | 20 | 5 |
48 | 332.05 | wind | 5 | 4320 | > th | dose independent | rect. | 20 | 5 |
50 | 332.16 | temperature | 20 | 4320 | < th | dose dependent | rect. | 4 | 1 |
51 | 332.17 | temperature | 20 | 4320 | < th | dose independent | rect. | 13 | 16 |
55 | 332.26 | temperature | 20 | 4320 | < th | dose independent | rect. | 13 | 18 |
72 | 332.60 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 11 |
74 | 332.62 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 8 |
76 | 332.62 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 13 |
82 | 332.69 | temperature | 20 | 4320 | > th | dose independent | rect. | 13 | 18 |
85 | 332.75 | temperature | 20 | 4320 | < th | dose independent | sin | 14 | NA |
86 | 332.75 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 8 |
105 | 332.95 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 13 |
113 | 333.01 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 11 |
117 | 333.04 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 11 |
137 | 333.25 | wind | 5 | 4320 | < th | dose independent | rect. | 20 | 1 |
139 | 333.28 | temperature | 20 | 4320 | < th | dose dependent | rect. | 1 | 4 |
146 | 333.34 | temperature | 20 | 4320 | > th | dose independent | sin | 14 | NA |
159 | 333.49 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 3 |
251 | 334.33 | temperature | 25 | 1440 | < th | dose dependent | rect. | 13 | 16 |
265 | 334.42 | temperature | 25 | 1440 | < th | dose dependent | rect. | 13 | 14 |
315 | 334.78 | temperature | 25 | 1440 | < th | dose dependent | sin | 16 | NA |
364 | 335.03 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 19 |
387 | 335.16 | temperature | 25 | 1440 | < th | dose dependent | rect. | 13 | 10 |
405 | 335.23 | temperature | 20 | 4320 | < th | dose dependent | rect. | 21 | 9 |
436 | 335.40 | temperature | 20 | 4320 | < th | dose independent | rect. | 22 | 1 |
475 | 335.56 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 16 |
525 | 335.71 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 19 |
604 | 336.07 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 8 |
690 | 336.29 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 23 |
720 | 336.38 | temperature | 20 | 1440 | > th | dose dependent | rect. | 4 | 1 |
748 | 336.48 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 8 |
757 | 336.50 | temperature | 20 | 4320 | < th | dose dependent | sin | 11 | NA |
766 | 336.52 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 1 |
803 | 336.63 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
815 | 336.67 | temperature | 10 | 4320 | > th | dose dependent | rect. | 4 | 1 |
826 | 336.70 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 21 |
827 | 336.70 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 23 |
833 | 336.73 | temperature | 20 | 1440 | > th | dose dependent | rect. | 2 | 4 |
835 | 336.74 | wind | 5 | 4320 | > th | dose independent | rect. | 20 | 1 |
845 | 336.76 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 4 |
887 | 336.84 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 21 |
919 | 336.91 | temperature | 20 | 4320 | < th | dose independent | no | NA | NA |
922 | 336.91 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
938 | 336.94 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 23 |
946 | 336.95 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 23 |