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Os02g0494600 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
284.48 | 0.792 | 7.1 | 0.211 | 0.319 | 1.41 | 0.35 | 1.88 | -1.02 | 15 | 69.95 | 6206 | -- | -- |
289.53 | 0.792 | 7.1 | 0.153 | 0.299 | 1.47 | 0.376 | -- | -1.06 | 15.1 | 69.8 | 6205 | -- | -- |
284.85 | 0.786 | 7.1 | 0.221 | 0.321 | 1.4 | -- | 1.93 | -1.01 | 14.7 | 69.86 | 6212 | -- | -- |
290.08 | 0.793 | 7.1 | 0.124 | 0.3 | 1.51 | -- | -- | -1.05 | 14.7 | 69.51 | 6205 | -- | -- |
290.7 | 0.794 | 7.1 | 0.205 | -- | 1.48 | -- | 1.77 | -1.03 | -- | 69.98 | 6212 | -- | -- |
322.43 | 0.842 | 7.06 | 0.0405 | 0.406 | -- | 0.374 | -- | -0.867 | 15.8 | -- | -- | -- | -- |
322.82 | 0.841 | 7.06 | 0.0462 | 0.407 | -- | -- | -- | -0.865 | 15.6 | -- | -- | -- | -- |
295.13 | 0.8 | 7.1 | 0.117 | -- | 1.57 | -- | -- | -1.06 | -- | 69.52 | 6205 | -- | -- |
290.52 | 0.794 | 7.1 | -- | 0.296 | 1.49 | -- | -- | -1.06 | 14.7 | 69.65 | 6205 | -- | -- |
332.05 | 0.851 | 7.06 | 0.0291 | -- | -- | -- | -- | -0.876 | -- | -- | -- | -- | -- |
322.87 | 0.841 | 7.06 | -- | 0.406 | -- | -- | -- | -0.87 | 15.6 | -- | -- | -- | -- |
295.52 | 0.801 | 7.1 | -- | -- | 1.56 | -- | -- | -1.07 | -- | 69.89 | 6205 | -- | -- |
332.08 | 0.851 | 7.06 | -- | -- | -- | -- | -- | -0.879 | -- | -- | -- | -- | -- |
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 | 275.93 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 2 |
4 | 276.63 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 2 |
5 | 277.00 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 11 | 2 |
12 | 277.48 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
13 | 277.48 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
14 | 277.55 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
15 | 277.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
19 | 277.78 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 6 |
54 | 278.13 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 8 |
60 | 278.20 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 19 | 21 |
64 | 278.22 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 5 | 11 |
66 | 278.22 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 23 | 17 |
148 | 278.56 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 6 |
150 | 278.60 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 22 |
153 | 278.65 | humidity | 60.0 | 14400 | > th | dose independent | sin | 1 | NA |
157 | 278.66 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 8 | 5 |
160 | 278.71 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 9 |
162 | 278.72 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 14 |
166 | 278.73 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 19 |
182 | 278.80 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 22 |
186 | 278.84 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 9 |
205 | 278.93 | humidity | 60.0 | 14400 | < th | dose independent | sin | 1 | NA |
304 | 279.22 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 16 |
311 | 279.23 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 21 |
374 | 279.31 | humidity | 60.0 | 14400 | > th | dose independent | no | NA | NA |
420 | 279.33 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 23 |
477 | 279.49 | humidity | 70.0 | 14400 | < th | dose dependent | sin | 2 | NA |
527 | 279.60 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 6 |
560 | 279.67 | humidity | 60.0 | 14400 | < th | dose independent | no | NA | NA |
649 | 279.81 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 23 |
655 | 279.83 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 10 | 23 |
667 | 279.93 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
762 | 280.04 | humidity | 70.0 | 14400 | < th | dose dependent | no | NA | NA |
832 | 280.10 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
905 | 280.46 | humidity | 70.0 | 14400 | > th | dose independent | sin | 9 | NA |
946 | 280.60 | humidity | 70.0 | 14400 | < th | dose independent | sin | 9 | NA |