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Os11g0615000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : LNS2, Lipin/Ned1/Smp2 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61.03 | 0.367 | 11.4 | -0.241 | 0.0862 | -1.3 | -1.44 | 1.89 | 0.733 | 13.4 | 19.61 | 20733 | -- | -- |
64.35 | 0.374 | 11.5 | -0.414 | 0.089 | -1.42 | -1.4 | -- | 0.63 | 12.7 | 16.45 | 28069 | -- | -- |
68.52 | 0.386 | 11.4 | -0.257 | 0.142 | -1.26 | -- | 2.18 | 0.732 | 9.49 | 20.27 | 20869 | -- | -- |
70.21 | 0.39 | 11.5 | -0.593 | 0.168 | -1.49 | -- | -- | 0.56 | 9.18 | 16.1 | 21612 | -- | -- |
69.68 | 0.389 | 11.4 | -0.259 | -- | -1.28 | -- | 2.11 | 0.737 | -- | 20.19 | 20931 | -- | -- |
99.48 | 0.468 | 11.7 | -1.79 | 0.129 | -- | -1.35 | -- | -0.00999 | 13.1 | -- | -- | -- | -- |
106.06 | 0.482 | 11.7 | -1.84 | 0.185 | -- | -- | -- | -0.0198 | 9.88 | -- | -- | -- | -- |
71.52 | 0.394 | 11.5 | -0.552 | -- | -1.52 | -- | -- | 0.566 | -- | 15.48 | 22368 | -- | -- |
74.76 | 0.403 | 11.5 | -- | 0.162 | -1.76 | -- | -- | 0.714 | 9.13 | 11.08 | 47520 | -- | -- |
108.11 | 0.486 | 11.7 | -1.84 | -- | -- | -- | -- | -0.0198 | -- | -- | -- | -- | -- |
195.2 | 0.654 | 11.6 | -- | 0.194 | -- | -- | -- | 0.185 | 10.6 | -- | -- | -- | -- |
76.28 | 0.407 | 11.5 | -- | -- | -1.76 | -- | -- | 0.716 | -- | 11.1 | 47520 | -- | -- |
197.52 | 0.656 | 11.6 | -- | -- | -- | -- | -- | 0.184 | -- | -- | -- | -- | -- |
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 | 58.52 | temperature | 15 | 43200 | > th | dose independent | rect. | 24 | 1 |
2 | 58.65 | temperature | 15 | 43200 | < th | dose dependent | rect. | 1 | 1 |
4 | 58.98 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 5 |
5 | 58.98 | radiation | 30 | 43200 | > th | dose dependent | rect. | 16 | 16 |
6 | 59.02 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 5 |
7 | 59.03 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 1 |
9 | 59.10 | humidity | 70 | 43200 | > th | dose dependent | rect. | 14 | 1 |
10 | 59.15 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 5 |
11 | 59.16 | temperature | 15 | 43200 | < th | dose dependent | rect. | 23 | 3 |
19 | 59.29 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 1 |
20 | 59.30 | radiation | 1 | 43200 | > th | dose independent | rect. | 10 | 2 |
21 | 59.34 | radiation | 1 | 43200 | < th | dose independent | rect. | 10 | 2 |
22 | 59.34 | radiation | 1 | 43200 | < th | dose dependent | rect. | 10 | 2 |
23 | 59.35 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 2 |
30 | 59.41 | temperature | 20 | 43200 | > th | dose independent | rect. | 14 | 1 |
31 | 59.42 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 2 |
32 | 59.42 | humidity | 80 | 43200 | > th | dose dependent | rect. | 1 | 18 |
33 | 59.43 | radiation | 30 | 43200 | > th | dose dependent | rect. | 7 | 1 |
61 | 59.52 | temperature | 20 | 43200 | < th | dose independent | rect. | 14 | 2 |
68 | 59.57 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 3 |
78 | 59.66 | temperature | 15 | 43200 | < th | dose independent | rect. | 2 | 1 |
83 | 59.69 | temperature | 15 | 43200 | < th | dose independent | rect. | 24 | 3 |
127 | 59.95 | humidity | 80 | 43200 | > th | dose dependent | rect. | 9 | 18 |
130 | 59.97 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 16 |
134 | 59.98 | temperature | 20 | 43200 | < th | dose dependent | rect. | 11 | 1 |
140 | 60.00 | humidity | 80 | 43200 | > th | dose independent | rect. | 11 | 5 |
148 | 60.02 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 5 |
186 | 60.18 | radiation | 40 | 43200 | < th | dose independent | rect. | 19 | 13 |
190 | 60.20 | radiation | 40 | 43200 | < th | dose independent | rect. | 6 | 2 |
192 | 60.20 | radiation | 40 | 43200 | < th | dose independent | rect. | 22 | 10 |
203 | 60.23 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 8 |
230 | 60.32 | humidity | 80 | 43200 | > th | dose dependent | sin | 3 | NA |
233 | 60.33 | humidity | 80 | 43200 | > th | dose dependent | rect. | 2 | 23 |
265 | 60.47 | humidity | 90 | 43200 | > th | dose independent | rect. | 13 | 13 |
285 | 60.54 | temperature | 20 | 43200 | < th | dose dependent | rect. | 11 | 12 |
290 | 60.57 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 1 |
300 | 60.59 | temperature | 15 | 43200 | > th | dose independent | rect. | 23 | 13 |
305 | 60.61 | radiation | 30 | 43200 | > th | dose independent | rect. | 7 | 1 |
330 | 60.63 | humidity | 90 | 43200 | > th | dose independent | rect. | 10 | 17 |
339 | 60.64 | humidity | 80 | 43200 | > th | dose dependent | no | NA | NA |
343 | 60.65 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 7 |
362 | 60.68 | temperature | 20 | 43200 | < th | dose dependent | sin | 20 | NA |
386 | 60.72 | humidity | 90 | 43200 | > th | dose independent | rect. | 7 | 21 |
388 | 60.72 | temperature | 20 | 43200 | < th | dose dependent | rect. | 7 | 16 |
398 | 60.74 | temperature | 20 | 43200 | < th | dose dependent | rect. | 7 | 13 |
409 | 60.76 | humidity | 80 | 43200 | > th | dose dependent | sin | 17 | NA |
410 | 60.76 | temperature | 20 | 43200 | < th | dose dependent | rect. | 10 | 5 |
427 | 60.79 | temperature | 20 | 43200 | < th | dose dependent | rect. | 7 | 10 |
440 | 60.81 | humidity | 90 | 43200 | > th | dose independent | sin | 17 | NA |
492 | 60.88 | humidity | 80 | 43200 | > th | dose dependent | rect. | 14 | 23 |
529 | 60.93 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 20 |
552 | 60.97 | temperature | 20 | 43200 | < th | dose dependent | rect. | 16 | 4 |
583 | 61.00 | humidity | 90 | 43200 | > th | dose independent | rect. | 23 | 21 |
630 | 61.06 | temperature | 15 | 43200 | > th | dose independent | sin | 8 | NA |
641 | 61.07 | humidity | 90 | 43200 | > th | dose independent | rect. | 10 | 22 |
652 | 61.08 | humidity | 90 | 43200 | > th | dose independent | rect. | 13 | 22 |
671 | 61.11 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 20 |
802 | 61.26 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
805 | 61.26 | humidity | 80 | 43200 | > th | dose independent | rect. | 4 | 14 |
877 | 61.32 | humidity | 90 | 43200 | > th | dose independent | rect. | 16 | 23 |
974 | 61.41 | radiation | 1 | 43200 | < th | dose dependent | rect. | 23 | 15 |
984 | 61.42 | radiation | 1 | 43200 | < th | dose dependent | rect. | 4 | 10 |