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Os01g0857900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : WD-40 repeat containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
100.29 | 0.471 | 8.68 | -2.1 | 0.594 | 0.623 | -0.251 | 4.7 | 0.442 | 6.93 | 29.5 | 278 | -- | -- |
105.52 | 0.478 | 8.63 | -1.71 | 0.628 | 1.04 | 0.00699 | -- | 0.464 | 6.82 | 29.89 | 228 | -- | -- |
100.43 | 0.467 | 8.67 | -2.09 | 0.598 | 0.626 | -- | 4.52 | 0.447 | 6.92 | 29.5 | 274 | -- | -- |
105.14 | 0.478 | 8.63 | -1.61 | 0.593 | 1.13 | -- | -- | 0.483 | 6.93 | 29.9 | 275 | -- | -- |
111.76 | 0.492 | 8.67 | -2.09 | -- | 0.999 | -- | 3.96 | 0.51 | -- | 28.83 | 406 | -- | -- |
133.11 | 0.541 | 8.61 | -1.79 | 0.973 | -- | 0.869 | -- | 0.53 | 6.17 | -- | -- | -- | -- |
134.94 | 0.544 | 8.61 | -1.78 | 0.977 | -- | -- | -- | 0.528 | 6.25 | -- | -- | -- | -- |
117.9 | 0.506 | 8.63 | -1.55 | -- | 1.44 | -- | -- | 0.556 | -- | 29.5 | 406 | -- | -- |
171.31 | 0.61 | 8.59 | -- | 0.47 | 1.38 | -- | -- | 0.654 | 7.44 | 29.7 | 299 | -- | -- |
184.45 | 0.635 | 8.63 | -1.75 | -- | -- | -- | -- | 0.549 | -- | -- | -- | -- | -- |
218.28 | 0.691 | 8.57 | -- | 0.952 | -- | -- | -- | 0.726 | 6.34 | -- | -- | -- | -- |
180.17 | 0.625 | 8.6 | -- | -- | 1.66 | -- | -- | 0.692 | -- | 29.6 | 412 | -- | -- |
265.39 | 0.76 | 8.59 | -- | -- | -- | -- | -- | 0.743 | -- | -- | -- | -- | -- |
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 | 98.85 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 20 | 6 |
2 | 98.85 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 19 | 8 |
4 | 98.97 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 24 | 14 |
7 | 99.03 | temperature | 25.0 | 720 | > th | dose dependent | sin | 6 | NA |
16 | 99.32 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
22 | 99.47 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 6 |
27 | 99.55 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 19 | 8 |
40 | 99.74 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
49 | 99.86 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
58 | 99.96 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 9 | 2 |
70 | 100.11 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 6 | 2 |
159 | 100.65 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
163 | 100.66 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
165 | 100.66 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 8 | 14 |
167 | 100.68 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 8 | 14 |
173 | 100.71 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 8 | 12 |
209 | 100.78 | temperature | 20.0 | 14400 | > th | dose independent | sin | 14 | NA |
272 | 100.91 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
287 | 100.93 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
288 | 100.93 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 19 | 1 |
312 | 100.97 | temperature | 15.0 | 14400 | > th | dose dependent | sin | 22 | NA |
313 | 100.97 | temperature | 30.0 | 14400 | < th | dose dependent | sin | 22 | NA |
354 | 101.03 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 19 | 1 |
410 | 101.11 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 5 |
442 | 101.16 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 8 |
451 | 101.18 | wind | 5.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
452 | 101.18 | wind | 5.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
482 | 101.23 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 17 | 5 |
498 | 101.24 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 17 | 3 |
549 | 101.31 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 17 | 5 |
748 | 101.51 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
766 | 101.53 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 6 | 9 |
782 | 101.54 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
819 | 101.58 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 4 | 12 |
879 | 101.65 | temperature | 20.0 | 14400 | < th | dose independent | sin | 13 | NA |
883 | 101.65 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 11 | 2 |
956 | 101.71 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 8 | 8 |