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Os08g0265500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Lactation elevated 1 (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34.17 | 0.275 | 10.5 | -0.566 | 0.951 | 0.841 | -0.0473 | 0.464 | -0.0497 | 6.14 | 0.9 | 1426 | -- | -- |
34.26 | 0.273 | 10.5 | -0.528 | 0.946 | 0.733 | -0.0611 | -- | -0.0525 | 6.04 | 1.173 | 1409 | -- | -- |
34.17 | 0.272 | 10.5 | -0.567 | 0.949 | 0.842 | -- | 0.467 | -0.0495 | 6.09 | 0.9123 | 1419 | -- | -- |
34.27 | 0.273 | 10.5 | -0.531 | 0.947 | 0.727 | -- | -- | -0.0549 | 6.04 | 1.17 | 1409 | -- | -- |
35.91 | 0.279 | 10.5 | -0.508 | -- | 1.64 | -- | 0.174 | -0.0168 | -- | 1.326 | 2202 | -- | -- |
40.63 | 0.299 | 10.5 | -0.7 | 0.95 | -- | -0.0512 | -- | -0.141 | 6.26 | -- | -- | -- | -- |
40.64 | 0.299 | 10.5 | -0.701 | 0.95 | -- | -- | -- | -0.141 | 6.26 | -- | -- | -- | -- |
35.93 | 0.279 | 10.5 | -0.499 | -- | 1.64 | -- | -- | -0.0138 | -- | 1.427 | 2203 | -- | -- |
41.06 | 0.298 | 10.5 | -- | 0.926 | 0.973 | -- | -- | -0.0528 | 6.21 | 0.6719 | 1430 | -- | -- |
87.42 | 0.437 | 10.5 | -0.675 | -- | -- | -- | -- | -0.12 | -- | -- | -- | -- | -- |
53.58 | 0.342 | 10.5 | -- | 0.94 | -- | -- | -- | -0.0627 | 6.3 | -- | -- | -- | -- |
41.42 | 0.3 | 10.5 | -- | -- | 1.73 | -- | -- | 0.0196 | -- | 0.17 | 2193 | -- | -- |
99.44 | 0.465 | 10.5 | -- | -- | -- | -- | -- | -0.0452 | -- | -- | -- | -- | -- |
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 | 30.48 | humidity | 50 | 270 | > th | dose dependent | rect. | 15 | 17 |
2 | 30.66 | humidity | 50 | 90 | > th | dose dependent | rect. | 17 | 16 |
8 | 31.15 | radiation | 10 | 1440 | < th | dose independent | rect. | 24 | 5 |
19 | 31.62 | radiation | 10 | 1440 | < th | dose independent | rect. | 22 | 7 |
22 | 31.79 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 6 |
31 | 31.95 | radiation | 20 | 1440 | < th | dose dependent | rect. | 24 | 5 |
35 | 31.99 | humidity | 50 | 10 | > th | dose dependent | rect. | 17 | 17 |
48 | 32.23 | radiation | 40 | 4320 | < th | dose dependent | rect. | 24 | 5 |
49 | 32.25 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 6 |
55 | 32.32 | radiation | 20 | 1440 | < th | dose dependent | rect. | 22 | 7 |
56 | 32.33 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 6 |
61 | 32.39 | temperature | 30 | 270 | < th | dose independent | rect. | 15 | 16 |
73 | 32.53 | radiation | 40 | 4320 | < th | dose dependent | rect. | 22 | 7 |
74 | 32.54 | radiation | 1 | 720 | < th | dose independent | rect. | 14 | 3 |
96 | 32.79 | radiation | 1 | 1440 | > th | dose independent | rect. | 7 | 10 |
97 | 32.79 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 10 |
98 | 32.79 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 13 |
99 | 32.80 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 10 |
163 | 33.00 | temperature | 30 | 270 | < th | dose independent | rect. | 14 | 6 |
172 | 33.03 | radiation | 1 | 1440 | < th | dose dependent | sin | 21 | NA |
192 | 33.10 | humidity | 50 | 270 | > th | dose independent | rect. | 15 | 16 |
231 | 33.21 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 13 |
236 | 33.22 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 10 |
244 | 33.23 | temperature | 30 | 270 | < th | dose independent | rect. | 15 | 4 |
251 | 33.24 | radiation | 1 | 1440 | < th | dose dependent | rect. | 7 | 15 |
252 | 33.24 | radiation | 1 | 1440 | < th | dose dependent | rect. | 7 | 17 |
331 | 33.35 | humidity | 50 | 270 | > th | dose dependent | rect. | 14 | 6 |
348 | 33.39 | radiation | 40 | 270 | < th | dose dependent | rect. | 14 | 18 |
349 | 33.40 | radiation | 1 | 1440 | < th | dose independent | sin | 21 | NA |
379 | 33.44 | radiation | 40 | 270 | < th | dose dependent | rect. | 15 | 16 |
380 | 33.45 | humidity | 90 | 270 | < th | dose independent | rect. | 8 | 18 |
386 | 33.48 | radiation | 1 | 1440 | > th | dose independent | sin | 21 | NA |
464 | 33.62 | temperature | 30 | 270 | < th | dose independent | rect. | 3 | 16 |
469 | 33.63 | radiation | 20 | 270 | < th | dose independent | rect. | 15 | 16 |
500 | 33.66 | humidity | 50 | 270 | > th | dose dependent | rect. | 2 | 18 |
527 | 33.72 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 14 |
542 | 33.75 | humidity | 70 | 270 | > th | dose independent | rect. | 15 | 16 |
558 | 33.77 | humidity | 90 | 270 | < th | dose independent | rect. | 20 | 19 |
578 | 33.81 | humidity | 70 | 270 | > th | dose independent | rect. | 15 | 4 |
584 | 33.81 | radiation | 1 | 1440 | < th | dose dependent | rect. | 19 | 22 |
607 | 33.84 | humidity | 60 | 14400 | > th | dose independent | rect. | 24 | 8 |
624 | 33.86 | radiation | 1 | 270 | < th | dose independent | rect. | 4 | 15 |
637 | 33.87 | radiation | 1 | 1440 | < th | dose dependent | rect. | 23 | 18 |
717 | 33.96 | humidity | 90 | 270 | < th | dose independent | rect. | 20 | 7 |
940 | 34.18 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 1 |
944 | 34.18 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
970 | 34.20 | humidity | 50 | 270 | > th | dose independent | rect. | 14 | 6 |
986 | 34.21 | humidity | 60 | 10 | > th | dose dependent | rect. | 5 | 18 |