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Os05g0104700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Leucine rich repeat, N-terminal 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
207.84 | 0.677 | 4.46 | 0.273 | 4.61 | -5.54 | -2.51 | 5.44 | -0.0388 | 18.9 | 0.8422 | 829 | -- | -- |
211.76 | 0.678 | 4.56 | 0.0765 | 5.41 | -6.61 | 1.03 | -- | -0.0865 | 19 | 0.55 | 855 | -- | -- |
209.48 | 0.674 | 4.47 | 0.252 | 5.1 | -6.22 | -- | 2.34 | 0.0179 | 18.9 | 0.8177 | 826 | -- | -- |
213.09 | 0.68 | 4.5 | 0.254 | 5.33 | -6.55 | -- | -- | -0.0179 | 19.1 | 0.59 | 855 | -- | -- |
263.13 | 0.755 | 4.45 | 0.371 | -- | -2.86 | -- | -1.16 | -0.0999 | -- | 0.6882 | 1442 | -- | -- |
287.06 | 0.794 | 4.45 | -0.36 | 0.751 | -- | -0.402 | -- | -0.331 | 21.2 | -- | -- | -- | -- |
287.53 | 0.794 | 4.45 | -0.344 | 0.758 | -- | -- | -- | -0.329 | 21 | -- | -- | -- | -- |
250.11 | 0.737 | 4.37 | 0.125 | -- | -2.5 | -- | -- | 0.0391 | -- | 0.72 | 1482 | -- | -- |
214.66 | 0.682 | 4.5 | -- | 5.24 | -6.43 | -- | -- | -0.0438 | 19.1 | 0.6 | 854 | -- | -- |
320.53 | 0.837 | 4.43 | -0.343 | -- | -- | -- | -- | -0.334 | -- | -- | -- | -- | -- |
290.65 | 0.797 | 4.44 | -- | 0.759 | -- | -- | -- | -0.291 | 20.9 | -- | -- | -- | -- |
250.2 | 0.737 | 4.36 | -- | -- | -2.49 | -- | -- | -0.0192 | -- | 0.6745 | 1493 | -- | -- |
323.63 | 0.84 | 4.42 | -- | -- | -- | -- | -- | -0.296 | -- | -- | -- | -- | -- |
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 | 199.91 | radiation | 1 | 720 | < th | dose dependent | rect. | 13 | 12 |
2 | 200.01 | radiation | 1 | 720 | < th | dose dependent | rect. | 11 | 14 |
10 | 202.38 | radiation | 1 | 720 | < th | dose dependent | sin | 16 | NA |
33 | 204.93 | radiation | 1 | 720 | < th | dose independent | rect. | 13 | 12 |
38 | 205.22 | radiation | 1 | 720 | < th | dose independent | rect. | 11 | 14 |
46 | 205.86 | temperature | 25 | 720 | < th | dose independent | rect. | 14 | 8 |
47 | 205.93 | temperature | 25 | 720 | < th | dose independent | rect. | 15 | 6 |
49 | 206.08 | temperature | 25 | 720 | < th | dose independent | rect. | 10 | 13 |
57 | 206.52 | radiation | 1 | 720 | < th | dose independent | sin | 15 | NA |
65 | 206.84 | temperature | 25 | 720 | > th | dose independent | rect. | 14 | 8 |
74 | 207.26 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 10 |
87 | 207.42 | temperature | 25 | 720 | > th | dose independent | rect. | 16 | 3 |
108 | 208.48 | temperature | 25 | 720 | < th | dose independent | sin | 19 | NA |
115 | 208.83 | temperature | 25 | 720 | > th | dose dependent | rect. | 16 | 7 |
142 | 209.82 | temperature | 25 | 720 | > th | dose independent | rect. | 11 | 12 |
168 | 210.58 | radiation | 1 | 720 | > th | dose independent | sin | 18 | NA |
204 | 211.92 | radiation | 1 | 720 | > th | dose independent | rect. | 16 | 14 |
208 | 212.22 | temperature | 25 | 720 | > th | dose independent | sin | 19 | NA |
214 | 212.37 | temperature | 25 | 720 | > th | dose dependent | sin | 14 | NA |
247 | 213.33 | radiation | 1 | 720 | > th | dose independent | rect. | 16 | 3 |
350 | 215.96 | radiation | 1 | 720 | < th | dose dependent | rect. | 11 | 19 |
356 | 216.22 | radiation | 1 | 720 | < th | dose independent | rect. | 15 | 3 |
374 | 216.75 | radiation | 1 | 720 | < th | dose independent | rect. | 11 | 19 |
408 | 217.65 | radiation | 1 | 720 | < th | dose dependent | rect. | 11 | 8 |
423 | 218.00 | temperature | 30 | 720 | < th | dose dependent | rect. | 13 | 9 |
474 | 218.63 | radiation | 1 | 720 | < th | dose independent | rect. | 11 | 7 |
485 | 218.91 | radiation | 1 | 720 | < th | dose dependent | rect. | 7 | 12 |
496 | 219.20 | radiation | 1 | 720 | < th | dose dependent | rect. | 15 | 3 |
541 | 220.17 | radiation | 1 | 720 | < th | dose dependent | rect. | 5 | 15 |
552 | 220.36 | wind | 7 | 14400 | > th | dose independent | rect. | 11 | 3 |
561 | 220.43 | wind | 7 | 14400 | < th | dose independent | rect. | 11 | 3 |
598 | 220.57 | radiation | 1 | 720 | > th | dose independent | rect. | 16 | 22 |
633 | 220.86 | wind | 5 | 14400 | > th | dose dependent | rect. | 11 | 2 |
670 | 221.30 | temperature | 25 | 720 | < th | dose independent | rect. | 19 | 1 |
776 | 221.82 | radiation | 1 | 720 | < th | dose dependent | rect. | 1 | 23 |
851 | 222.30 | wind | 7 | 14400 | > th | dose independent | rect. | 12 | 1 |
955 | 222.73 | wind | 7 | 14400 | < th | dose independent | rect. | 12 | 1 |
959 | 222.75 | radiation | 1 | 720 | < th | dose independent | rect. | 5 | 15 |
990 | 223.01 | radiation | 1 | 1440 | < th | dose independent | rect. | 16 | 5 |