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Os07g0680900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ribosomal protein S6 kinase.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40.91 | 0.301 | 11.5 | -0.425 | 0.274 | 0.668 | -0.351 | -0.0998 | 0.283 | 20.4 | 13.21 | 62 | -- | -- |
40.93 | 0.298 | 11.5 | -0.425 | 0.279 | 0.654 | -0.437 | -- | 0.283 | 20.7 | 13.07 | 62 | -- | -- |
41.12 | 0.299 | 11.5 | -0.416 | 0.25 | 0.707 | -- | -0.255 | 0.284 | 19.8 | 12.61 | 62 | -- | -- |
41.52 | 0.3 | 11.5 | -0.416 | 0.264 | 0.683 | -- | -- | 0.283 | 20.1 | 12.45 | 62 | -- | -- |
43.56 | 0.307 | 11.5 | -0.418 | -- | 0.772 | -- | -0.285 | 0.294 | -- | 11.82 | 50 | -- | -- |
48.5 | 0.326 | 11.5 | -0.432 | 0.895 | -- | -0.343 | -- | 0.234 | 23.3 | -- | -- | -- | -- |
49 | 0.328 | 11.5 | -0.418 | 0.896 | -- | -- | -- | 0.235 | 23.4 | -- | -- | -- | -- |
43.93 | 0.309 | 11.5 | -0.427 | -- | 0.769 | -- | -- | 0.29 | -- | 11.58 | 46 | -- | -- |
46.01 | 0.316 | 11.5 | -- | 0.269 | 0.682 | -- | -- | 0.323 | 20.2 | 13.76 | 62 | -- | -- |
99.31 | 0.466 | 11.5 | -0.395 | -- | -- | -- | -- | 0.244 | -- | -- | -- | -- | -- |
53.61 | 0.343 | 11.5 | -- | 0.892 | -- | -- | -- | 0.282 | 23.3 | -- | -- | -- | -- |
48.49 | 0.324 | 11.5 | -- | -- | 0.769 | -- | -- | 0.33 | -- | 13.03 | 27 | -- | -- |
103.43 | 0.475 | 11.5 | -- | -- | -- | -- | -- | 0.288 | -- | -- | -- | -- | -- |
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 | 39.34 | radiation | 1.0 | 30 | < th | dose independent | rect. | 5 | 14 |
4 | 40.08 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 5 | 14 |
5 | 40.09 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 11 | 8 |
11 | 40.30 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 21 | 23 |
12 | 40.37 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 7 | 12 |
13 | 40.39 | radiation | 1.0 | 30 | < th | dose independent | rect. | 11 | 8 |
20 | 40.50 | radiation | 1.0 | 30 | < th | dose independent | rect. | 13 | 6 |
36 | 40.88 | radiation | 1.0 | 30 | > th | dose independent | sin | 23 | NA |
37 | 40.88 | radiation | 1.0 | 30 | < th | dose independent | rect. | 15 | 4 |
47 | 40.92 | radiation | 1.0 | 30 | < th | dose independent | sin | 23 | NA |
75 | 41.37 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 4 |
91 | 41.53 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 8 |
100 | 41.62 | radiation | 10.0 | 30 | < th | dose dependent | sin | 23 | NA |
138 | 41.85 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 10 | 23 |
161 | 41.96 | radiation | 10.0 | 30 | < th | dose dependent | no | NA | NA |
164 | 41.97 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
165 | 41.97 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
171 | 42.02 | humidity | 70.0 | 90 | > th | dose independent | rect. | 17 | 2 |
172 | 42.02 | radiation | 10.0 | 90 | < th | dose independent | rect. | 21 | 23 |
188 | 42.10 | humidity | 70.0 | 90 | > th | dose independent | rect. | 13 | 7 |
193 | 42.12 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
198 | 42.16 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 12 | 8 |
203 | 42.18 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 19 | 23 |
205 | 42.20 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 17 | 2 |
219 | 42.28 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 2 |
258 | 42.41 | temperature | 25.0 | 30 | < th | dose independent | rect. | 13 | 7 |
273 | 42.45 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 2 |
280 | 42.47 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 7 | 23 |
295 | 42.53 | radiation | 10.0 | 90 | > th | dose independent | no | NA | NA |
297 | 42.53 | radiation | 10.0 | 90 | > th | dose independent | rect. | 6 | 12 |
425 | 42.65 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 23 | 20 |
428 | 42.66 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 3 |
432 | 42.66 | radiation | 10.0 | 90 | > th | dose independent | rect. | 9 | 23 |
492 | 42.79 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 17 |
549 | 42.89 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 2 | 18 |
557 | 42.92 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 5 | 15 |
577 | 42.97 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 22 | 22 |
613 | 43.05 | radiation | 10.0 | 90 | > th | dose independent | rect. | 11 | 23 |
616 | 43.05 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 24 | 20 |
631 | 43.07 | radiation | 10.0 | 90 | < th | dose independent | rect. | 9 | 23 |
644 | 43.09 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
659 | 43.12 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 19 | 23 |
663 | 43.13 | radiation | 10.0 | 90 | < th | dose independent | rect. | 11 | 21 |
668 | 43.14 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 23 |
673 | 43.14 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 23 |
675 | 43.15 | atmosphere | 1000.0 | 90 | > th | dose dependent | rect. | 17 | 2 |
695 | 43.19 | humidity | 70.0 | 10 | > th | dose dependent | sin | 23 | NA |
716 | 43.21 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 20 |
736 | 43.24 | radiation | 10.0 | 90 | < th | dose independent | rect. | 23 | 20 |
748 | 43.25 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 23 |
749 | 43.25 | radiation | 10.0 | 90 | < th | dose independent | rect. | 11 | 23 |
750 | 43.25 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 17 | 3 |
771 | 43.28 | radiation | 10.0 | 90 | < th | dose independent | rect. | 15 | 23 |
782 | 43.30 | radiation | 10.0 | 90 | > th | dose independent | rect. | 15 | 23 |
792 | 43.31 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 17 | 2 |
815 | 43.35 | radiation | 10.0 | 90 | < th | dose independent | no | NA | NA |
836 | 43.38 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 7 | 13 |
899 | 43.46 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 12 | 23 |
902 | 43.47 | radiation | 10.0 | 90 | < th | dose independent | rect. | 7 | 23 |
907 | 43.48 | radiation | 10.0 | 90 | < th | dose independent | rect. | 13 | 23 |
929 | 43.50 | wind | 3.0 | 90 | > th | dose dependent | rect. | 18 | 1 |
930 | 43.50 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 16 | 4 |
943 | 43.52 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 15 | 3 |
944 | 43.52 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 14 | 5 |
967 | 43.57 | humidity | 80.0 | 30 | < th | dose independent | rect. | 7 | 11 |