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Os01g0513700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Sybindin-like protein family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8.35 | 0.136 | 12.2 | 0.22 | 0.752 | 0.625 | 0.206 | 0.314 | 0.0278 | 21.8 | 20.07 | 334 | -- | -- |
8.37 | 0.135 | 12.2 | 0.218 | 0.75 | 0.481 | 0.189 | -- | 0.0297 | 21.8 | 20.34 | 359 | -- | -- |
8.51 | 0.136 | 12.2 | 0.213 | 0.752 | 0.602 | -- | 0.232 | 0.0255 | 21.8 | 19.94 | 352 | -- | -- |
8.51 | 0.136 | 12.2 | 0.213 | 0.753 | 0.49 | -- | -- | 0.0281 | 21.8 | 20.17 | 366 | -- | -- |
37.03 | 0.285 | 12.2 | 0.254 | -- | 0.632 | -- | 0.0977 | 0.0849 | -- | 23.76 | 25 | -- | -- |
9.79 | 0.147 | 12.2 | 0.131 | 0.745 | -- | 0.177 | -- | -0.00551 | 21.9 | -- | -- | -- | -- |
9.91 | 0.147 | 12.2 | 0.124 | 0.744 | -- | -- | -- | -0.00584 | 21.9 | -- | -- | -- | -- |
36.99 | 0.284 | 12.2 | 0.267 | -- | 0.612 | -- | -- | 0.0921 | -- | 24.1 | 8 | -- | -- |
9.58 | 0.144 | 12.2 | -- | 0.759 | 0.375 | -- | -- | 0.00911 | 21.8 | 20.35 | 379 | -- | -- |
43.01 | 0.306 | 12.2 | 0.132 | -- | -- | -- | -- | -0.00608 | -- | -- | -- | -- | -- |
10.32 | 0.15 | 12.2 | -- | 0.744 | -- | -- | -- | -0.0197 | 21.9 | -- | -- | -- | -- |
38.73 | 0.291 | 12.2 | -- | -- | 0.522 | -- | -- | 0.0503 | -- | 24.1 | 8 | -- | -- |
43.48 | 0.308 | 12.2 | -- | -- | -- | -- | -- | -0.0208 | -- | -- | -- | -- | -- |
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 | 8.24 | temperature | 25.0 | 10 | < th | dose dependent | sin | 4 | NA |
5 | 8.30 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 23 | 22 |
6 | 8.31 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 1 | 21 |
9 | 8.32 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 14 |
14 | 8.33 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 23 | 14 |
39 | 8.36 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 5 | 23 |
51 | 8.38 | temperature | 20.0 | 270 | < th | dose dependent | no | NA | NA |
54 | 8.38 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 16 | 20 |
68 | 8.39 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 7 | 14 |
69 | 8.39 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 21 | 15 |
81 | 8.39 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 22 | 20 |
90 | 8.40 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 16 | 4 |
105 | 8.41 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 14 | 6 |
106 | 8.41 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 21 | 9 |
128 | 8.42 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 5 | 1 |
134 | 8.42 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 15 | 1 |
137 | 8.42 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 6 | 17 |
158 | 8.44 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 1 |
160 | 8.44 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 6 | 4 |
166 | 8.44 | temperature | 20.0 | 270 | < th | dose dependent | sin | 7 | NA |
169 | 8.44 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 2 | 1 |
178 | 8.45 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
179 | 8.45 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
187 | 8.46 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 15 | 2 |
190 | 8.46 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 24 | 5 |
197 | 8.46 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 21 |
203 | 8.46 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 10 | 23 |
207 | 8.47 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 6 | 2 |
209 | 8.47 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 24 | 8 |
212 | 8.47 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 19 |
213 | 8.47 | temperature | 20.0 | 270 | < th | dose dependent | sin | 22 | NA |
237 | 8.48 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 6 | 14 |
238 | 8.48 | temperature | 20.0 | 270 | > th | dose independent | rect. | 7 | 14 |
256 | 8.48 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 20 | 22 |
259 | 8.48 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
260 | 8.48 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 5 | 23 |
265 | 8.49 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
278 | 8.49 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 24 | 5 |
283 | 8.49 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 2 | 6 |
289 | 8.49 | temperature | 25.0 | 10 | < th | dose dependent | no | NA | NA |
305 | 8.50 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
313 | 8.50 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 3 | 5 |
333 | 8.50 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
334 | 8.50 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 1 |
360 | 8.50 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 7 | 23 |
361 | 8.50 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
364 | 8.51 | temperature | 15.0 | 4320 | > th | dose independent | sin | 19 | NA |
369 | 8.51 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 5 | 3 |
378 | 8.51 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 14 | 7 |
385 | 8.51 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 24 | 9 |
392 | 8.51 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 6 | 11 |
402 | 8.51 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 2 | 17 |
412 | 8.51 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 6 | 19 |
413 | 8.51 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 14 | 19 |
416 | 8.51 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 2 | 20 |
418 | 8.51 | temperature | 15.0 | 720 | > th | dose independent | rect. | 24 | 21 |
440 | 8.51 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
449 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | sin | 17 | NA |
453 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | no | NA | NA |
454 | 8.52 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 3 | 2 |
462 | 8.52 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 1 | 3 |
468 | 8.52 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 2 | 7 |
486 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 10 | 12 |
493 | 8.52 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 19 | 13 |
497 | 8.52 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 2 | 15 |
498 | 8.52 | temperature | 15.0 | 720 | > th | dose independent | rect. | 24 | 15 |
503 | 8.52 | humidity | 90.0 | 720 | > th | dose independent | rect. | 6 | 15 |
513 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 14 | 16 |
517 | 8.52 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 14 | 17 |
521 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 17 |
535 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 2 | 18 |
553 | 8.52 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 11 | 19 |
619 | 8.52 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 6 | 23 |
644 | 8.52 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 24 | 5 |
645 | 8.52 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 13 | 6 |
647 | 8.52 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 22 | 7 |
649 | 8.52 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 19 | 14 |
660 | 8.52 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
665 | 8.53 | temperature | 15.0 | 4320 | > th | dose independent | sin | 16 | NA |
672 | 8.53 | temperature | 15.0 | 4320 | > th | dose independent | no | NA | NA |
673 | 8.53 | temperature | 15.0 | 4320 | < th | dose independent | sin | 13 | NA |
678 | 8.53 | temperature | 15.0 | 4320 | < th | dose independent | sin | 4 | NA |
685 | 8.53 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
693 | 8.53 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 18 | 3 |
698 | 8.53 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 2 | 5 |
727 | 8.53 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 1 | 12 |
730 | 8.53 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 18 | 12 |
739 | 8.53 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 16 | 13 |
744 | 8.53 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 15 | 14 |
758 | 8.53 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 1 | 15 |
854 | 8.53 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 19 | 22 |
893 | 8.53 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
916 | 8.54 | temperature | 15.0 | 4320 | > th | dose independent | sin | 7 | NA |
934 | 8.54 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 23 | 1 |
938 | 8.54 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 2 | 2 |
991 | 8.54 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 20 | 10 |