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Os01g0670200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
170.27 | 0.613 | 4.84 | 1.18 | 1.5 | -0.0733 | 1.34 | -3.43 | -0.154 | 20.5 | 24.6 | 1766 | -- | -- |
184.63 | 0.638 | 4.96 | 0.184 | 1.53 | -0.158 | 1.48 | -- | -0.438 | 20.6 | 22.35 | 23342 | -- | -- |
175.7 | 0.617 | 4.85 | 1.16 | 1.5 | -0.0697 | -- | -3.39 | -0.157 | 20.5 | 24.6 | 1898 | -- | -- |
186.44 | 0.636 | 4.97 | -0.0469 | 1.56 | -0.347 | -- | -- | -0.486 | 20.5 | 33.4 | 39200 | -- | -- |
295.21 | 0.8 | 4.82 | 1.25 | -- | -0.392 | -- | -3.87 | -0.247 | -- | 24.5 | 2156 | -- | -- |
186.09 | 0.64 | 4.94 | 0.233 | 1.5 | -- | 1.49 | -- | -0.39 | 20.4 | -- | -- | -- | -- |
193.08 | 0.651 | 4.94 | 0.185 | 1.49 | -- | -- | -- | -0.39 | 20.5 | -- | -- | -- | -- |
309.3 | 0.819 | 4.93 | -0.115 | -- | -0.442 | -- | -- | -0.513 | -- | 33.7 | 39431 | -- | -- |
186.2 | 0.636 | 4.97 | -- | 1.49 | -0.373 | -- | -- | -0.51 | 20.5 | 33.3 | 39242 | -- | -- |
318.19 | 0.834 | 4.91 | 0.179 | -- | -- | -- | -- | -0.405 | -- | -- | -- | -- | -- |
193.98 | 0.652 | 4.95 | -- | 1.49 | -- | -- | -- | -0.411 | 20.5 | -- | -- | -- | -- |
309.95 | 0.82 | 4.93 | -- | -- | -0.412 | -- | -- | -0.53 | -- | 33.4 | 39455 | -- | -- |
319.04 | 0.834 | 4.91 | -- | -- | -- | -- | -- | -0.425 | -- | -- | -- | -- | -- |
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 | 167.06 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 18 | 9 |
2 | 167.67 | temperature | 20.0 | 90 | > th | dose independent | rect. | 21 | 7 |
4 | 168.45 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
6 | 168.57 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 9 |
8 | 168.67 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 23 | 20 |
12 | 168.79 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 21 | 7 |
13 | 168.86 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
18 | 168.99 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 5 |
23 | 169.09 | temperature | 20.0 | 30 | > th | dose independent | rect. | 4 | 14 |
25 | 169.13 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 20 | 6 |
26 | 169.13 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 20 | 6 |
33 | 169.28 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 4 | 18 |
41 | 169.40 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 7 | 7 |
52 | 169.43 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 20 | 18 |
58 | 169.45 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 9 | 5 |
94 | 169.51 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 4 | 14 |
153 | 170.01 | humidity | 50.0 | 14400 | > th | dose independent | sin | 6 | NA |
154 | 170.03 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 2 | 7 |
166 | 170.07 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 7 |
184 | 170.08 | humidity | 50.0 | 14400 | < th | dose independent | sin | 7 | NA |
216 | 170.15 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
221 | 170.16 | temperature | 25.0 | 270 | < th | dose dependent | sin | 5 | NA |
226 | 170.18 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 15 | 21 |
234 | 170.23 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 4 | 1 |
241 | 170.27 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 2 | 20 |
247 | 170.34 | temperature | 20.0 | 10 | > th | dose dependent | sin | 5 | NA |
269 | 170.42 | temperature | 20.0 | 90 | < th | dose independent | sin | 2 | NA |
278 | 170.45 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 9 | 21 |
292 | 170.56 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 17 | 13 |
293 | 170.58 | temperature | 20.0 | 90 | > th | dose independent | rect. | 4 | 17 |
353 | 170.89 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 4 | 1 |
354 | 170.90 | temperature | 20.0 | 30 | > th | dose independent | sin | 2 | NA |
358 | 170.91 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 4 | 1 |
369 | 170.94 | humidity | 90.0 | 10 | < th | dose independent | rect. | 3 | 15 |
373 | 170.95 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 7 | 23 |
386 | 171.02 | temperature | 25.0 | 270 | < th | dose dependent | no | NA | NA |
390 | 171.03 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 14 | 8 |
392 | 171.03 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 13 | 17 |
462 | 171.20 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 15 | 23 |
479 | 171.24 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 13 | 23 |
494 | 171.31 | temperature | 25.0 | 1440 | < th | dose independent | sin | 16 | NA |
496 | 171.31 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 8 | 6 |
506 | 171.35 | temperature | 20.0 | 90 | < th | dose independent | rect. | 5 | 10 |
509 | 171.35 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 18 | 23 |
541 | 171.42 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 7 | 14 |
593 | 171.43 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 3 | 23 |
595 | 171.44 | humidity | 50.0 | 14400 | > th | dose independent | no | NA | NA |
665 | 171.48 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 10 | 23 |
768 | 171.61 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 15 |
772 | 171.62 | humidity | 60.0 | 14400 | < th | dose dependent | sin | 7 | NA |
790 | 171.65 | humidity | 50.0 | 14400 | < th | dose independent | no | NA | NA |
893 | 171.65 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 10 | 23 |
994 | 171.71 | temperature | 20.0 | 270 | < th | dose independent | rect. | 3 | 12 |