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Os03g0298700 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
113.51 | 0.501 | 7.72 | -0.821 | 0.565 | -1.29 | 1.78 | -1.73 | 0.137 | 14.8 | 24.43 | 884 | -- | -- |
115.55 | 0.501 | 7.75 | -1.08 | 0.362 | -1.08 | 1.62 | -- | 0.0719 | 14.6 | 28.5 | 519 | -- | -- |
120.03 | 0.51 | 7.72 | -0.664 | 0.213 | -1.11 | -- | -2.02 | 0.141 | 16.4 | 28.38 | 280 | -- | -- |
123.73 | 0.518 | 7.75 | -1.03 | 0.366 | -1.06 | -- | -- | 0.0874 | 15.4 | 28.4 | 497 | -- | -- |
121.96 | 0.514 | 7.71 | -0.697 | -- | -1.29 | -- | -2.11 | 0.147 | -- | 29 | 269 | -- | -- |
134.36 | 0.543 | 7.71 | -0.773 | 0.521 | -- | 1.5 | -- | 0.304 | 15.7 | -- | -- | -- | -- |
139.64 | 0.553 | 7.71 | -0.75 | 0.567 | -- | -- | -- | 0.313 | 16.8 | -- | -- | -- | -- |
126.84 | 0.525 | 7.76 | -1.07 | -- | -1.29 | -- | -- | 0.0383 | -- | 29.5 | 316 | -- | -- |
148.48 | 0.568 | 7.71 | -- | 0.43 | -0.619 | -- | -- | 0.283 | 16.3 | 28.84 | 414 | -- | -- |
156.67 | 0.585 | 7.7 | -0.771 | -- | -- | -- | -- | 0.299 | -- | -- | -- | -- | -- |
154.48 | 0.581 | 7.69 | -- | 0.581 | -- | -- | -- | 0.397 | 16.8 | -- | -- | -- | -- |
155.23 | 0.58 | 7.72 | -- | -- | -0.933 | -- | -- | 0.226 | -- | 29.63 | 273 | -- | -- |
172.37 | 0.613 | 7.68 | -- | -- | -- | -- | -- | 0.384 | -- | -- | -- | -- | -- |
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 | 106.04 | temperature | 25 | 270 | < th | dose dependent | rect. | 6 | 13 |
3 | 106.68 | temperature | 25 | 270 | > th | dose independent | rect. | 7 | 10 |
6 | 107.06 | temperature | 25 | 270 | > th | dose independent | sin | 0 | NA |
10 | 107.24 | temperature | 25 | 270 | < th | dose independent | rect. | 5 | 14 |
11 | 107.29 | temperature | 25 | 720 | < th | dose dependent | rect. | 24 | 17 |
14 | 107.47 | temperature | 30 | 270 | < th | dose dependent | sin | 1 | NA |
22 | 107.67 | temperature | 30 | 270 | < th | dose dependent | rect. | 5 | 7 |
38 | 108.01 | temperature | 25 | 270 | < th | dose independent | sin | 0 | NA |
60 | 108.34 | temperature | 25 | 270 | < th | dose independent | rect. | 5 | 7 |
135 | 109.20 | temperature | 25 | 270 | < th | dose dependent | rect. | 7 | 3 |
141 | 109.26 | temperature | 25 | 270 | < th | dose independent | rect. | 5 | 10 |
157 | 109.38 | wind | 1 | 14400 | < th | dose independent | rect. | 7 | 5 |
180 | 109.59 | wind | 1 | 14400 | < th | dose independent | rect. | 6 | 7 |
212 | 109.82 | temperature | 25 | 270 | < th | dose independent | rect. | 7 | 4 |
216 | 109.84 | wind | 1 | 14400 | > th | dose independent | rect. | 6 | 6 |
252 | 110.14 | wind | 1 | 14400 | < th | dose dependent | rect. | 7 | 5 |
255 | 110.15 | temperature | 10 | 720 | > th | dose dependent | rect. | 2 | 8 |
275 | 110.31 | wind | 1 | 14400 | < th | dose dependent | rect. | 10 | 3 |
303 | 110.56 | wind | 1 | 14400 | > th | dose independent | rect. | 5 | 18 |
307 | 110.58 | wind | 1 | 14400 | < th | dose dependent | rect. | 11 | 1 |
352 | 110.85 | wind | 1 | 14400 | < th | dose independent | rect. | 5 | 18 |
363 | 110.93 | wind | 1 | 14400 | > th | dose independent | rect. | 11 | 1 |
365 | 110.93 | temperature | 10 | 720 | > th | dose dependent | sin | 6 | NA |
369 | 110.95 | wind | 1 | 14400 | < th | dose independent | rect. | 11 | 1 |
402 | 111.18 | wind | 1 | 14400 | > th | dose independent | rect. | 5 | 15 |
403 | 111.18 | temperature | 10 | 720 | > th | dose dependent | rect. | 22 | 15 |
410 | 111.22 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 8 |
421 | 111.28 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 10 |
428 | 111.32 | wind | 1 | 14400 | < th | dose independent | rect. | 6 | 14 |
438 | 111.36 | wind | 1 | 14400 | < th | dose dependent | rect. | 5 | 18 |
449 | 111.42 | wind | 1 | 14400 | < th | dose independent | rect. | 5 | 21 |
458 | 111.47 | wind | 3 | 14400 | < th | dose dependent | rect. | 5 | 11 |
463 | 111.48 | temperature | 15 | 720 | > th | dose dependent | rect. | 1 | 12 |
465 | 111.49 | wind | 1 | 14400 | > th | dose independent | rect. | 5 | 21 |
467 | 111.51 | wind | 1 | 14400 | > th | dose independent | sin | 0 | NA |
541 | 111.85 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 3 |
619 | 112.10 | wind | 1 | 14400 | < th | dose independent | sin | 0 | NA |
824 | 113.04 | temperature | 10 | 270 | > th | dose dependent | sin | 2 | NA |
847 | 113.13 | wind | 3 | 14400 | < th | dose dependent | sin | 2 | NA |
889 | 113.28 | wind | 1 | 14400 | < th | dose dependent | sin | 23 | NA |
938 | 113.45 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 3 |
952 | 113.51 | temperature | 30 | 10 | < th | dose dependent | rect. | 8 | 5 |