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Os04g0537900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to C13 endopeptidase NP1 (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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.09 | 0.27 | 10.4 | -0.622 | 0.446 | -2.53 | 0.0823 | -6.09 | 0.155 | 9.33 | 8.4 | 266 | -- | -- |
33.78 | 0.271 | 10.3 | -0.679 | 0.484 | -1.06 | 0.0344 | -- | 0.155 | 9.38 | 8.561 | 539 | -- | -- |
33.12 | 0.268 | 10.4 | -0.618 | 0.446 | -2.55 | -- | -6.16 | 0.155 | 9.33 | 8.4 | 266 | -- | -- |
33.64 | 0.27 | 10.3 | -0.673 | 0.464 | -1.1 | -- | -- | 0.163 | 9.49 | 8.6 | 535 | -- | -- |
44.6 | 0.311 | 10.4 | -0.648 | -- | -2.44 | -- | -5.93 | 0.152 | -- | 8.502 | 243 | -- | -- |
38.02 | 0.289 | 10.4 | -0.77 | 0.427 | -- | 0.185 | -- | 0.129 | 9.66 | -- | -- | -- | -- |
38.15 | 0.289 | 10.4 | -0.763 | 0.425 | -- | -- | -- | 0.129 | 9.69 | -- | -- | -- | -- |
45.74 | 0.315 | 10.4 | -0.696 | -- | -0.984 | -- | -- | 0.158 | -- | 8.8 | 266 | -- | -- |
44.55 | 0.311 | 10.3 | -- | 0.481 | -1.23 | -- | -- | 0.27 | 9.53 | 8 | 569 | -- | -- |
48.9 | 0.327 | 10.4 | -0.767 | -- | -- | -- | -- | 0.13 | -- | -- | -- | -- | -- |
53.51 | 0.342 | 10.3 | -- | 0.427 | -- | -- | -- | 0.214 | 9.83 | -- | -- | -- | -- |
57.6 | 0.353 | 10.3 | -- | -- | -1.2 | -- | -- | 0.241 | -- | 8.4 | 243 | -- | -- |
64.42 | 0.375 | 10.3 | -- | -- | -- | -- | -- | 0.215 | -- | -- | -- | -- | -- |
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 | 32.45 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 1 |
4 | 32.62 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 10 |
5 | 32.62 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 19 | 10 |
6 | 32.62 | wind | 9.0 | 720 | > th | dose dependent | rect. | 22 | 18 |
12 | 32.67 | wind | 1.0 | 43200 | < th | dose independent | rect. | 17 | 15 |
13 | 32.67 | wind | 9.0 | 720 | > th | dose dependent | rect. | 12 | 4 |
14 | 32.67 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 22 | 7 |
16 | 32.68 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
27 | 32.68 | wind | 9.0 | 720 | > th | dose dependent | rect. | 1 | 15 |
30 | 32.71 | wind | 9.0 | 720 | > th | dose dependent | rect. | 9 | 7 |
39 | 32.75 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
41 | 32.78 | wind | 1.0 | 43200 | > th | dose independent | rect. | 22 | 10 |
47 | 32.84 | wind | 9.0 | 720 | > th | dose dependent | rect. | 15 | 1 |
48 | 32.85 | wind | 9.0 | 720 | > th | dose independent | rect. | 12 | 4 |
63 | 32.89 | wind | 9.0 | 270 | > th | dose dependent | sin | 10 | NA |
70 | 32.96 | wind | 1.0 | 43200 | > th | dose independent | rect. | 17 | 15 |
73 | 32.98 | wind | 9.0 | 720 | > th | dose dependent | sin | 5 | NA |
79 | 33.01 | wind | 9.0 | 720 | > th | dose independent | rect. | 22 | 18 |
93 | 33.05 | wind | 7.0 | 720 | > th | dose dependent | rect. | 22 | 15 |
97 | 33.08 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
102 | 33.10 | wind | 9.0 | 720 | > th | dose independent | rect. | 1 | 15 |
110 | 33.14 | wind | 9.0 | 720 | > th | dose independent | rect. | 9 | 7 |
120 | 33.17 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 3 |
139 | 33.21 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
144 | 33.21 | wind | 9.0 | 270 | > th | dose dependent | rect. | 11 | 23 |
162 | 33.25 | wind | 9.0 | 720 | > th | dose independent | rect. | 12 | 1 |
169 | 33.27 | wind | 9.0 | 270 | > th | dose independent | rect. | 11 | 23 |
176 | 33.29 | wind | 7.0 | 720 | > th | dose dependent | rect. | 1 | 12 |
185 | 33.33 | wind | 9.0 | 270 | > th | dose independent | sin | 10 | NA |
197 | 33.35 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 7 |
203 | 33.36 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 6 |
204 | 33.36 | wind | 9.0 | 270 | > th | dose dependent | rect. | 11 | 15 |
213 | 33.37 | wind | 9.0 | 270 | > th | dose independent | rect. | 11 | 12 |
224 | 33.37 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
226 | 33.37 | wind | 9.0 | 270 | > th | dose dependent | rect. | 11 | 12 |
231 | 33.38 | wind | 9.0 | 720 | > th | dose independent | sin | 3 | NA |
232 | 33.38 | wind | 7.0 | 720 | > th | dose independent | sin | 5 | NA |
260 | 33.40 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 5 |
263 | 33.40 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 5 |
266 | 33.41 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 15 | 5 |
275 | 33.43 | wind | 7.0 | 720 | < th | dose independent | rect. | 21 | 16 |
283 | 33.44 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 7 |
284 | 33.44 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
290 | 33.45 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 7 |
294 | 33.45 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 7 |
298 | 33.46 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
311 | 33.47 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 5 |
312 | 33.47 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 7 |
323 | 33.49 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 3 |
326 | 33.49 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 7 |
363 | 33.51 | wind | 9.0 | 270 | > th | dose dependent | no | NA | NA |
364 | 33.51 | wind | 9.0 | 270 | > th | dose dependent | rect. | 9 | 17 |
379 | 33.51 | wind | 9.0 | 270 | > th | dose dependent | rect. | 1 | 22 |
404 | 33.52 | wind | 9.0 | 270 | > th | dose dependent | rect. | 9 | 14 |
430 | 33.53 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 18 | 3 |
434 | 33.53 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 18 | 3 |
452 | 33.55 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 2 |
465 | 33.56 | wind | 1.0 | 43200 | < th | dose independent | sin | 10 | NA |
466 | 33.56 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 7 |
474 | 33.57 | wind | 7.0 | 720 | < th | dose independent | sin | 6 | NA |
476 | 33.57 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 18 | 3 |
501 | 33.59 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 12 |
515 | 33.60 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 10 |
535 | 33.62 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 4 |
562 | 33.64 | wind | 7.0 | 720 | < th | dose independent | rect. | 23 | 16 |
660 | 33.67 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 13 |
668 | 33.68 | wind | 9.0 | 720 | < th | dose independent | sin | 2 | NA |
669 | 33.68 | wind | 9.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
712 | 33.71 | wind | 9.0 | 270 | < th | dose independent | no | NA | NA |
719 | 33.71 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 1 |
847 | 33.76 | wind | 1.0 | 14400 | > th | dose independent | rect. | 18 | 3 |
879 | 33.77 | wind | 9.0 | 270 | > th | dose dependent | sin | 19 | NA |
927 | 33.79 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 3 | 3 |
963 | 33.80 | wind | 9.0 | 270 | > th | dose independent | no | NA | NA |
972 | 33.80 | wind | 9.0 | 270 | > th | dose independent | rect. | 9 | 17 |