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Os07g0603500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Peptidase A1, pepsin 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
114.94 | 0.504 | 10.2 | -0.288 | 1.59 | 0.916 | -0.526 | 2.82 | -1.53 | 19.9 | 43.77 | 678 | -- | -- |
124.21 | 0.519 | 10.2 | -0.464 | 1.63 | 0.933 | -0.57 | -- | -1.57 | 20 | 40 | 629 | -- | -- |
115.63 | 0.501 | 10.2 | -0.279 | 1.6 | 0.883 | -- | 2.72 | -1.53 | 19.8 | 44.37 | 676 | -- | -- |
123.08 | 0.517 | 10.2 | -0.439 | 1.6 | 0.997 | -- | -- | -1.59 | 20 | 40 | 629 | -- | -- |
209.54 | 0.674 | 10.2 | -0.493 | -- | 1.85 | -- | 1.59 | -1.75 | -- | 36.48 | 715 | -- | -- |
146.03 | 0.567 | 10.2 | -0.401 | 2.08 | -- | 0.437 | -- | -1.49 | 19.4 | -- | -- | -- | -- |
146.55 | 0.567 | 10.2 | -0.411 | 2.08 | -- | -- | -- | -1.49 | 19.4 | -- | -- | -- | -- |
186.49 | 0.636 | 10.2 | -0.512 | -- | 2.48 | -- | -- | -1.71 | -- | -0.03472 | 766 | -- | -- |
128.56 | 0.528 | 10.2 | -- | 1.6 | 1.02 | -- | -- | -1.54 | 20 | 40.32 | 629 | -- | -- |
376.73 | 0.907 | 10.2 | -0.445 | -- | -- | -- | -- | -1.52 | -- | -- | -- | -- | -- |
151 | 0.575 | 10.2 | -- | 2.08 | -- | -- | -- | -1.44 | 19.4 | -- | -- | -- | -- |
192.37 | 0.646 | 10.2 | -- | -- | 2.28 | -- | -- | -1.68 | -- | -2.008 | 773 | -- | -- |
381.96 | 0.912 | 10.2 | -- | -- | -- | -- | -- | -1.47 | -- | -- | -- | -- | -- |
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 | 114.13 | temperature | 20 | 270 | > th | dose dependent | rect. | 13 | 7 |
4 | 114.54 | temperature | 20 | 90 | > th | dose dependent | rect. | 15 | 8 |
7 | 114.91 | temperature | 30 | 270 | < th | dose independent | rect. | 9 | 15 |
17 | 115.76 | radiation | 40 | 720 | > th | dose dependent | sin | 9 | NA |
20 | 115.83 | radiation | 40 | 720 | > th | dose dependent | rect. | 14 | 23 |
30 | 116.15 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 13 |
34 | 116.36 | radiation | 40 | 720 | > th | dose dependent | rect. | 14 | 21 |
36 | 116.42 | radiation | 40 | 720 | > th | dose dependent | rect. | 8 | 5 |
55 | 116.46 | temperature | 25 | 270 | > th | dose independent | rect. | 14 | 6 |
80 | 116.65 | radiation | 40 | 720 | > th | dose dependent | no | NA | NA |
262 | 116.86 | temperature | 25 | 270 | > th | dose dependent | sin | 17 | NA |
266 | 116.88 | temperature | 30 | 720 | < th | dose independent | rect. | 21 | 18 |
271 | 117.03 | radiation | 40 | 720 | > th | dose dependent | rect. | 11 | 23 |
294 | 117.13 | temperature | 25 | 720 | > th | dose dependent | rect. | 11 | 2 |
325 | 117.37 | temperature | 15 | 90 | > th | dose dependent | rect. | 15 | 16 |
332 | 117.45 | temperature | 25 | 720 | > th | dose dependent | rect. | 1 | 16 |
333 | 117.46 | temperature | 25 | 720 | > th | dose dependent | rect. | 8 | 9 |
334 | 117.46 | temperature | 10 | 270 | > th | dose dependent | rect. | 14 | 14 |
352 | 117.64 | temperature | 30 | 270 | < th | dose independent | rect. | 17 | 22 |
356 | 117.66 | temperature | 10 | 270 | > th | dose dependent | sin | 18 | NA |
375 | 117.80 | temperature | 25 | 720 | > th | dose dependent | sin | 3 | NA |
386 | 117.88 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 9 |
437 | 118.16 | temperature | 30 | 270 | < th | dose dependent | rect. | 10 | 14 |
441 | 118.18 | temperature | 25 | 270 | > th | dose dependent | rect. | 13 | 18 |
451 | 118.25 | temperature | 15 | 720 | > th | dose dependent | rect. | 9 | 8 |
468 | 118.36 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 8 |
493 | 118.48 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 13 | 7 |
502 | 118.53 | temperature | 30 | 270 | < th | dose independent | rect. | 4 | 22 |
509 | 118.57 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 15 | 4 |
632 | 119.05 | humidity | 90 | 270 | < th | dose independent | rect. | 13 | 7 |
651 | 119.14 | temperature | 30 | 720 | < th | dose independent | sin | 5 | NA |
742 | 119.48 | temperature | 30 | 720 | > th | dose independent | sin | 5 | NA |
754 | 119.54 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 8 |
771 | 119.55 | radiation | 40 | 720 | > th | dose independent | rect. | 14 | 21 |
938 | 119.67 | radiation | 40 | 270 | < th | dose independent | rect. | 19 | 20 |