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Os10g0498900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Microtubule-associated protein EB1-like 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
494.26 | 1.04 | 5.03 | -6.36 | 0.287 | 3.27 | -1.23 | -14.3 | -0.574 | 8.7 | 27 | 5711 | -- | -- |
542.86 | 1.09 | 4.68 | -5.36 | 0.0839 | 4.26 | -0.693 | -- | -0.366 | 9.81 | 18.81 | 24587 | -- | -- |
497.04 | 1.04 | 5.03 | -6.38 | 0.328 | 3.27 | -- | -14.4 | -0.613 | 6.67 | 27.11 | 5792 | -- | -- |
541.25 | 1.08 | 4.7 | -5.83 | 0.342 | 4.56 | -- | -- | -0.5 | 7.29 | 18.9 | 26019 | -- | -- |
502.68 | 1.04 | 5.04 | -6.42 | -- | 3.28 | -- | -14.5 | -0.611 | -- | 27.1 | 5773 | -- | -- |
788.2 | 1.32 | 4.36 | -1.15 | 0.24 | -- | -1.39 | -- | 1.05 | 8.99 | -- | -- | -- | -- |
792.92 | 1.32 | 4.36 | -1.2 | 0.322 | -- | -- | -- | 1.04 | 6.63 | -- | -- | -- | -- |
546.27 | 1.09 | 4.72 | -5.83 | -- | 4.59 | -- | -- | -0.533 | -- | 18.97 | 26037 | -- | -- |
816.41 | 1.34 | 4.35 | -- | 0.335 | 0.713 | -- | -- | 1.1 | 5.42 | 18.9 | 26019 | -- | -- |
798.32 | 1.32 | 4.36 | -1.2 | -- | -- | -- | -- | 1.05 | -- | -- | -- | -- | -- |
831.13 | 1.35 | 4.33 | -- | 0.307 | -- | -- | -- | 1.17 | 6.86 | -- | -- | -- | -- |
689.26 | 1.22 | 4.47 | -- | -- | 1.79 | -- | -- | 0.569 | -- | 22.87 | 1468 | -- | -- |
836.08 | 1.35 | 4.33 | -- | -- | -- | -- | -- | 1.18 | -- | -- | -- | -- | -- |
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 | 442.49 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 4 |
2 | 442.83 | wind | 3 | 43200 | > th | dose dependent | rect. | 11 | 4 |
3 | 442.87 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 5 |
6 | 445.52 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 7 |
12 | 447.60 | wind | 3 | 43200 | > th | dose dependent | rect. | 10 | 6 |
17 | 449.69 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 2 |
55 | 459.54 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 4 |
91 | 463.72 | wind | 5 | 43200 | < th | dose independent | sin | 22 | NA |
93 | 463.91 | wind | 5 | 43200 | > th | dose independent | sin | 21 | NA |
123 | 466.40 | radiation | 20 | 43200 | < th | dose independent | rect. | 8 | 1 |
135 | 467.03 | radiation | 20 | 43200 | < th | dose independent | rect. | 4 | 5 |
136 | 467.03 | radiation | 20 | 43200 | < th | dose independent | rect. | 19 | 14 |
143 | 467.05 | radiation | 20 | 43200 | < th | dose independent | rect. | 23 | 10 |
153 | 467.30 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 12 |
175 | 468.81 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 14 |
199 | 469.49 | wind | 5 | 43200 | > th | dose dependent | sin | 22 | NA |
218 | 470.28 | humidity | 90 | 43200 | > th | dose dependent | rect. | 10 | 16 |
227 | 470.54 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 19 |
233 | 470.87 | humidity | 90 | 43200 | > th | dose independent | sin | 18 | NA |
239 | 471.01 | humidity | 90 | 43200 | > th | dose dependent | rect. | 8 | 19 |
241 | 471.04 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 9 |
257 | 471.47 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 13 |
267 | 471.69 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 22 |
271 | 471.77 | humidity | 90 | 43200 | > th | dose dependent | sin | 17 | NA |
272 | 471.77 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 22 |
282 | 472.09 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 19 |
297 | 472.35 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 13 |
322 | 472.77 | humidity | 90 | 43200 | > th | dose independent | rect. | 2 | 23 |
342 | 473.02 | humidity | 90 | 43200 | < th | dose independent | rect. | 7 | 21 |
352 | 473.24 | wind | 7 | 43200 | < th | dose independent | rect. | 24 | 17 |
355 | 473.31 | humidity | 90 | 43200 | > th | dose dependent | rect. | 15 | 10 |
371 | 473.66 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 16 |
373 | 473.73 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 1 |
382 | 473.88 | wind | 7 | 43200 | > th | dose independent | rect. | 2 | 15 |
388 | 473.95 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 2 |
405 | 474.28 | humidity | 90 | 43200 | < th | dose independent | sin | 17 | NA |
409 | 474.34 | wind | 7 | 43200 | > th | dose independent | rect. | 24 | 17 |
420 | 474.58 | humidity | 90 | 43200 | > th | dose dependent | no | NA | NA |
443 | 474.93 | humidity | 90 | 43200 | > th | dose dependent | rect. | 15 | 23 |
448 | 474.98 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 23 |
459 | 475.17 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 13 |
463 | 475.23 | humidity | 90 | 43200 | > th | dose dependent | rect. | 9 | 23 |
465 | 475.26 | humidity | 90 | 43200 | > th | dose dependent | rect. | 19 | 23 |
490 | 475.53 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 23 |
495 | 475.59 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
519 | 475.93 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 23 |
550 | 476.30 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 1 |
610 | 477.06 | humidity | 90 | 43200 | < th | dose independent | rect. | 2 | 23 |
623 | 477.18 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 2 |
627 | 477.20 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
685 | 478.01 | humidity | 90 | 43200 | > th | dose dependent | sin | 3 | NA |
686 | 478.02 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 10 |
718 | 478.48 | humidity | 90 | 43200 | < th | dose independent | rect. | 24 | 23 |
790 | 479.34 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |
812 | 479.56 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 23 |
842 | 479.80 | humidity | 90 | 43200 | < th | dose independent | no | NA | NA |
853 | 479.98 | radiation | 20 | 43200 | < th | dose independent | sin | 10 | NA |
858 | 480.05 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 23 |
867 | 480.15 | temperature | 25 | 43200 | > th | dose dependent | rect. | 11 | 1 |
912 | 480.72 | temperature | 25 | 4320 | > th | dose dependent | rect. | 7 | 5 |
929 | 480.93 | temperature | 20 | 43200 | > th | dose dependent | rect. | 7 | 1 |