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Os11g0610600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RING-H2 finger protein ATL2N.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.54 | 0.314 | 12.6 | 0.654 | 0.437 | -0.399 | 0.0389 | 0.363 | 0.201 | 15.1 | 19.6 | 147 | -- | -- |
44.78 | 0.312 | 12.6 | 0.628 | 0.447 | -0.5 | 0.128 | -- | 0.203 | 15.2 | 19.3 | 201 | -- | -- |
44.54 | 0.311 | 12.6 | 0.657 | 0.437 | -0.398 | -- | 0.375 | 0.202 | 15.1 | 19.63 | 147 | -- | -- |
44.71 | 0.311 | 12.6 | 0.656 | 0.44 | -0.56 | -- | -- | 0.189 | 15.2 | 19.1 | 220 | -- | -- |
52.24 | 0.337 | 12.6 | 0.758 | -- | -0.339 | -- | 0.706 | 0.241 | -- | 20.8 | 751 | -- | -- |
50.75 | 0.334 | 12.6 | 0.47 | 0.366 | -- | 0.245 | -- | 0.12 | 15.4 | -- | -- | -- | -- |
50.94 | 0.334 | 12.6 | 0.475 | 0.367 | -- | -- | -- | 0.122 | 15.3 | -- | -- | -- | -- |
53.45 | 0.34 | 12.6 | 0.62 | -- | -0.396 | -- | -- | 0.191 | -- | 20.5 | 833 | -- | -- |
53.99 | 0.342 | 12.6 | -- | 0.416 | -0.281 | -- | -- | 0.109 | 15 | 20.2 | 128 | -- | -- |
58.52 | 0.357 | 12.6 | 0.459 | -- | -- | -- | -- | 0.112 | -- | -- | -- | -- | -- |
56.88 | 0.353 | 12.6 | -- | 0.357 | -- | -- | -- | 0.069 | 15.4 | -- | -- | -- | -- |
59.32 | 0.359 | 12.7 | -- | -- | 0.29 | -- | -- | 0.0326 | -- | 28.2 | 266 | -- | -- |
64.09 | 0.374 | 12.6 | -- | -- | -- | -- | -- | 0.0612 | -- | -- | -- | -- | -- |
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 | 40.19 | temperature | 20 | 30 | > th | dose independent | rect. | 19 | 16 |
3 | 40.75 | temperature | 20 | 270 | > th | dose independent | rect. | 17 | 16 |
12 | 41.14 | temperature | 30 | 10 | < th | dose dependent | sin | 7 | NA |
24 | 41.71 | temperature | 10 | 10 | > th | dose dependent | sin | 7 | NA |
29 | 42.00 | temperature | 20 | 90 | < th | dose independent | sin | 7 | NA |
54 | 42.47 | temperature | 20 | 90 | > th | dose independent | sin | 8 | NA |
61 | 42.58 | temperature | 15 | 30 | > th | dose dependent | rect. | 19 | 16 |
65 | 42.61 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 19 |
66 | 42.64 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 10 |
72 | 42.69 | temperature | 25 | 10 | > th | dose independent | rect. | 4 | 7 |
78 | 42.79 | temperature | 20 | 90 | < th | dose independent | rect. | 23 | 12 |
82 | 42.86 | temperature | 20 | 90 | < th | dose independent | rect. | 23 | 9 |
87 | 42.88 | temperature | 20 | 270 | < th | dose independent | rect. | 22 | 7 |
88 | 42.89 | temperature | 20 | 270 | < th | dose independent | rect. | 21 | 9 |
99 | 42.97 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 17 |
101 | 42.99 | temperature | 20 | 90 | < th | dose independent | rect. | 23 | 16 |
127 | 43.21 | temperature | 20 | 90 | > th | dose independent | rect. | 1 | 10 |
128 | 43.21 | temperature | 25 | 720 | < th | dose dependent | rect. | 18 | 10 |
157 | 43.39 | temperature | 20 | 10 | > th | dose dependent | rect. | 4 | 7 |
170 | 43.46 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 16 |
174 | 43.48 | temperature | 20 | 720 | < th | dose independent | rect. | 17 | 12 |
178 | 43.49 | temperature | 30 | 270 | < th | dose dependent | rect. | 21 | 8 |
180 | 43.50 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 18 |
184 | 43.51 | temperature | 25 | 90 | < th | dose dependent | rect. | 23 | 12 |
191 | 43.52 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 10 |
197 | 43.56 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 14 |
200 | 43.57 | temperature | 20 | 720 | < th | dose independent | rect. | 18 | 9 |
201 | 43.57 | temperature | 20 | 90 | > th | dose independent | rect. | 23 | 12 |
227 | 43.63 | temperature | 15 | 270 | > th | dose dependent | rect. | 1 | 9 |
228 | 43.63 | temperature | 15 | 30 | > th | dose dependent | rect. | 17 | 18 |
233 | 43.64 | temperature | 25 | 90 | < th | dose dependent | rect. | 23 | 8 |
254 | 43.71 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 8 |
260 | 43.73 | temperature | 20 | 10 | < th | dose independent | rect. | 24 | 7 |
266 | 43.74 | temperature | 20 | 720 | > th | dose independent | sin | 14 | NA |
287 | 43.77 | temperature | 30 | 10 | < th | dose dependent | rect. | 22 | 14 |
293 | 43.79 | temperature | 20 | 720 | > th | dose independent | rect. | 17 | 9 |
295 | 43.79 | temperature | 20 | 10 | < th | dose independent | rect. | 24 | 12 |
299 | 43.80 | temperature | 20 | 720 | < th | dose independent | sin | 14 | NA |
314 | 43.84 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 7 |
359 | 43.93 | temperature | 25 | 720 | < th | dose dependent | sin | 13 | NA |
366 | 43.94 | temperature | 25 | 270 | < th | dose dependent | rect. | 21 | 12 |
378 | 43.96 | temperature | 20 | 270 | < th | dose dependent | rect. | 23 | 6 |
455 | 44.07 | temperature | 20 | 30 | > th | dose independent | rect. | 17 | 23 |
519 | 44.16 | temperature | 20 | 90 | > th | dose independent | rect. | 3 | 23 |
560 | 44.21 | radiation | 1 | 270 | < th | dose dependent | rect. | 20 | 15 |
583 | 44.23 | temperature | 25 | 10 | < th | dose dependent | rect. | 24 | 8 |
729 | 44.39 | temperature | 25 | 10 | < th | dose dependent | rect. | 24 | 12 |
756 | 44.41 | temperature | 20 | 90 | > th | dose independent | rect. | 23 | 23 |
774 | 44.42 | temperature | 20 | 90 | < th | dose independent | rect. | 23 | 22 |
818 | 44.47 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 13 | 12 |
949 | 44.59 | temperature | 20 | 270 | > th | dose independent | rect. | 1 | 22 |
973 | 44.61 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 22 |