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Os06g0638200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function UPF0047 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.41 | 0.35 | 13.4 | -0.671 | 1.72 | -0.876 | 1.79 | 5.22 | -0.305 | 9.35 | 25.85 | 659 | -- | -- |
60.06 | 0.361 | 13.4 | -1.37 | 1.8 | -0.453 | 1.36 | -- | -0.455 | 9.4 | 25.2 | 459 | -- | -- |
65.09 | 0.376 | 13.4 | -0.758 | 1.73 | -1.06 | -- | 5.54 | -0.392 | 9.45 | 27.44 | 579 | -- | -- |
66.57 | 0.38 | 13.5 | -1.33 | 1.76 | -0.514 | -- | -- | -0.461 | 9.44 | 25.59 | 493 | -- | -- |
193.46 | 0.648 | 13.4 | -0.169 | -- | -2.15 | -- | 5.65 | -0.0956 | -- | 24.77 | 678 | -- | -- |
63.75 | 0.374 | 13.5 | -1.47 | 1.92 | -- | 1.49 | -- | -0.489 | 9.12 | -- | -- | -- | -- |
71.52 | 0.396 | 13.5 | -1.42 | 1.91 | -- | -- | -- | -0.488 | 9.1 | -- | -- | -- | -- |
202.82 | 0.663 | 13.5 | -1.03 | -- | -1.63 | -- | -- | -0.347 | -- | 24.5 | 673 | -- | -- |
110.47 | 0.49 | 13.4 | -- | 1.64 | -0.835 | -- | -- | -0.267 | 9.67 | 24.87 | 552 | -- | -- |
282.61 | 0.786 | 13.5 | -1.42 | -- | -- | -- | -- | -0.478 | -- | -- | -- | -- | -- |
124.33 | 0.522 | 13.4 | -- | 1.91 | -- | -- | -- | -0.331 | 9.15 | -- | -- | -- | -- |
231.64 | 0.709 | 13.4 | -- | -- | -1.88 | -- | -- | -0.184 | -- | 24.4 | 683 | -- | -- |
335.8 | 0.855 | 13.5 | -- | -- | -- | -- | -- | -0.32 | -- | -- | -- | -- | -- |
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 | 50.26 | temperature | 25 | 30 | > th | dose independent | rect. | 16 | 7 |
3 | 50.53 | temperature | 20 | 10 | > th | dose dependent | rect. | 16 | 11 |
17 | 51.41 | temperature | 20 | 30 | > th | dose dependent | rect. | 16 | 7 |
41 | 51.96 | temperature | 25 | 10 | > th | dose independent | rect. | 16 | 9 |
49 | 52.30 | temperature | 25 | 270 | > th | dose independent | rect. | 14 | 7 |
56 | 52.55 | temperature | 20 | 270 | > th | dose dependent | rect. | 14 | 9 |
74 | 53.03 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 4 |
75 | 53.04 | temperature | 30 | 720 | < th | dose dependent | rect. | 12 | 1 |
79 | 53.08 | temperature | 30 | 270 | < th | dose dependent | rect. | 12 | 11 |
115 | 53.63 | temperature | 30 | 270 | < th | dose dependent | rect. | 24 | 9 |
121 | 53.68 | temperature | 25 | 720 | > th | dose independent | rect. | 9 | 8 |
140 | 53.77 | temperature | 25 | 270 | > th | dose dependent | sin | 14 | NA |
152 | 53.84 | temperature | 30 | 720 | > th | dose independent | rect. | 9 | 5 |
185 | 53.95 | temperature | 25 | 270 | < th | dose dependent | rect. | 1 | 7 |
198 | 54.05 | temperature | 25 | 270 | < th | dose independent | rect. | 12 | 11 |
203 | 54.09 | temperature | 30 | 720 | > th | dose independent | rect. | 13 | 1 |
262 | 54.38 | temperature | 30 | 90 | < th | dose dependent | sin | 16 | NA |
274 | 54.46 | temperature | 25 | 90 | < th | dose independent | rect. | 15 | 10 |
286 | 54.50 | temperature | 25 | 270 | > th | dose independent | rect. | 16 | 1 |
287 | 54.50 | radiation | 10 | 270 | > th | dose independent | rect. | 16 | 1 |
302 | 54.51 | temperature | 25 | 720 | < th | dose independent | rect. | 10 | 8 |
309 | 54.54 | temperature | 25 | 720 | > th | dose dependent | rect. | 9 | 8 |
318 | 54.59 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 10 |
319 | 54.59 | temperature | 25 | 10 | < th | dose independent | rect. | 14 | 10 |
323 | 54.60 | temperature | 25 | 10 | < th | dose dependent | rect. | 14 | 10 |
336 | 54.65 | temperature | 30 | 270 | < th | dose dependent | sin | 18 | NA |
352 | 54.70 | temperature | 25 | 10 | < th | dose independent | rect. | 12 | 12 |
402 | 54.84 | temperature | 25 | 90 | < th | dose dependent | rect. | 3 | 8 |
554 | 55.19 | radiation | 40 | 720 | > th | dose independent | rect. | 13 | 1 |
574 | 55.25 | temperature | 25 | 90 | < th | dose independent | sin | 16 | NA |
608 | 55.30 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 6 |
617 | 55.33 | temperature | 25 | 270 | > th | dose dependent | rect. | 16 | 1 |
632 | 55.36 | temperature | 25 | 720 | > th | dose dependent | sin | 0 | NA |
650 | 55.39 | atmosphere | 1000 | 30 | > th | dose independent | rect. | 16 | 18 |
662 | 55.41 | temperature | 25 | 90 | > th | dose independent | sin | 16 | NA |
663 | 55.41 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 1 |
666 | 55.41 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
685 | 55.45 | atmosphere | 1000 | 30 | > th | dose independent | rect. | 16 | 14 |
724 | 55.54 | radiation | 40 | 720 | < th | dose independent | rect. | 13 | 1 |
749 | 55.59 | temperature | 25 | 720 | < th | dose independent | rect. | 12 | 1 |
765 | 55.61 | atmosphere | 1000 | 30 | > th | dose independent | rect. | 16 | 16 |
782 | 55.63 | radiation | 40 | 720 | > th | dose independent | rect. | 13 | 21 |
819 | 55.71 | temperature | 25 | 720 | > th | dose dependent | rect. | 11 | 1 |
821 | 55.72 | temperature | 25 | 10 | > th | dose independent | sin | 16 | NA |
855 | 55.77 | radiation | 10 | 270 | > th | dose dependent | rect. | 16 | 1 |
862 | 55.78 | temperature | 25 | 720 | > th | dose dependent | rect. | 11 | 3 |