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Os05g0414600 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29.78 | 0.256 | 11.8 | -0.937 | 0.777 | -0.519 | 0.411 | 0.0836 | -0.167 | 23.9 | 25.46 | 336 | -- | -- |
29.79 | 0.254 | 11.8 | -0.923 | 0.776 | -0.524 | 0.413 | -- | -0.161 | 23.8 | 25.26 | 337 | -- | -- |
30.48 | 0.257 | 11.8 | -0.96 | 0.78 | -0.507 | -- | 0.153 | -0.164 | 23.7 | 24.97 | 320 | -- | -- |
30.51 | 0.257 | 11.8 | -0.936 | 0.774 | -0.522 | -- | -- | -0.157 | 23.7 | 24.8 | 335 | -- | -- |
56.98 | 0.352 | 11.8 | -0.974 | -- | -0.968 | -- | -0.267 | -0.23 | -- | 28.8 | 834 | -- | -- |
33.82 | 0.273 | 11.8 | -0.788 | 0.766 | -- | 0.38 | -- | -0.0536 | 23.5 | -- | -- | -- | -- |
34.43 | 0.275 | 11.8 | -0.803 | 0.764 | -- | -- | -- | -0.0548 | 23.4 | -- | -- | -- | -- |
57 | 0.352 | 11.8 | -1.05 | -- | -0.926 | -- | -- | -0.241 | -- | 29 | 857 | -- | -- |
51.19 | 0.333 | 11.8 | -- | 0.769 | -0.134 | -- | -- | 0.019 | 23.4 | 23.3 | 155 | -- | -- |
71.06 | 0.394 | 11.8 | -0.783 | -- | -- | -- | -- | -0.047 | -- | -- | -- | -- | -- |
51.43 | 0.335 | 11.8 | -- | 0.756 | -- | -- | -- | 0.0346 | 23.3 | -- | -- | -- | -- |
81.13 | 0.421 | 11.7 | -- | -- | 0.527 | -- | -- | 0.128 | -- | 29.4 | 817 | -- | -- |
87.24 | 0.436 | 11.7 | -- | -- | -- | -- | -- | 0.0399 | -- | -- | -- | -- | -- |
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 | 27.80 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 2 | 4 |
7 | 28.03 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 2 | 1 |
9 | 28.04 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 2 | 4 |
24 | 28.11 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 2 | 1 |
91 | 28.54 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
99 | 28.61 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 5 |
107 | 28.62 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 22 | 1 |
118 | 28.73 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
125 | 28.77 | wind | 1.0 | 14400 | > th | dose independent | rect. | 22 | 1 |
135 | 28.80 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 20 | 16 |
146 | 28.85 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 1 |
160 | 28.97 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 1 |
162 | 28.98 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 6 |
165 | 28.99 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 1 |
166 | 28.99 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 1 |
177 | 29.02 | wind | 1.0 | 14400 | < th | dose independent | rect. | 22 | 1 |
192 | 29.06 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 20 | 6 |
194 | 29.06 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 8 | 18 |
208 | 29.11 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 1 |
210 | 29.11 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 6 |
211 | 29.11 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 1 |
216 | 29.13 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 1 |
218 | 29.13 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 1 |
237 | 29.21 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
243 | 29.22 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
298 | 29.33 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 22 | 7 |
300 | 29.34 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
305 | 29.34 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 18 | 6 |
336 | 29.36 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
339 | 29.37 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 23 | 4 |
343 | 29.37 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 22 | 9 |
411 | 29.43 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 23 | 6 |
428 | 29.44 | atmosphere | 1015.0 | 43200 | < th | dose independent | sin | 13 | NA |
453 | 29.45 | atmosphere | 1015.0 | 43200 | > th | dose independent | sin | 14 | NA |
483 | 29.46 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 1 | 7 |
508 | 29.46 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
510 | 29.46 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 1 | 7 |
521 | 29.47 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 5 |
523 | 29.47 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 6 |
530 | 29.47 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 9 |
549 | 29.47 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 5 |
560 | 29.48 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 9 |
595 | 29.48 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 23 | 4 |
599 | 29.48 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 9 |
656 | 29.50 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 8 | 16 |
743 | 29.51 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 22 | 6 |
746 | 29.51 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 22 | 9 |
810 | 29.53 | atmosphere | 1015.0 | 43200 | < th | dose independent | no | NA | NA |
874 | 29.53 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 23 | 1 |
885 | 29.54 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 4 | 2 |
939 | 29.55 | atmosphere | 1015.0 | 43200 | > th | dose independent | no | NA | NA |