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Os04g0384800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, unclassifiable transcript.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
448.26 | 0.995 | 6.33 | -4.16 | 0.747 | 4.31 | -3.17 | 8.45 | -0.691 | 23.3 | 21.34 | 5902 | -- | -- |
495.06 | 1.04 | 6.16 | -4.58 | 0.686 | 0.486 | -3.2 | -- | -0.895 | 23.2 | 21.34 | 5902 | -- | -- |
491.36 | 1.03 | 6.34 | -4.01 | 0.765 | 4.47 | -- | 8.73 | -0.681 | 23.2 | 21.21 | 5899 | -- | -- |
515.06 | 1.06 | 6.12 | -4.07 | 0.738 | 1.11 | -- | -- | -0.707 | 23.7 | 31.22 | 4239 | -- | -- |
527.53 | 1.07 | 6.32 | -3.94 | -- | 4.65 | -- | 9 | -0.667 | -- | 21.03 | 5942 | -- | -- |
497.17 | 1.05 | 6.17 | -4.67 | 0.73 | -- | -3.23 | -- | -0.938 | 23.2 | -- | -- | -- | -- |
541.77 | 1.09 | 6.17 | -4.53 | 0.747 | -- | -- | -- | -0.925 | 23.1 | -- | -- | -- | -- |
538.02 | 1.09 | 6.09 | -4.21 | -- | 1.42 | -- | -- | -0.683 | -- | 31.22 | 4239 | -- | -- |
577.63 | 1.12 | 5.83 | -- | 0.802 | 3.66 | -- | -- | 0.58 | 23.1 | 24.5 | 47520 | -- | -- |
576.57 | 1.12 | 6.15 | -4.52 | -- | -- | -- | -- | -0.919 | -- | -- | -- | -- | -- |
1083.49 | 1.54 | 6.05 | -- | 0.71 | -- | -- | -- | -0.42 | 22.7 | -- | -- | -- | -- |
617.83 | 1.16 | 5.81 | -- | -- | 3.62 | -- | -- | 0.561 | -- | 24.2 | 47520 | -- | -- |
1114.59 | 1.56 | 6.03 | -- | -- | -- | -- | -- | -0.418 | -- | -- | -- | -- | -- |
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 | 442.33 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 21 |
3 | 444.50 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 22 |
5 | 445.60 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
27 | 448.83 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 22 | 18 |
40 | 450.03 | wind | 1.0 | 43200 | > th | dose independent | rect. | 22 | 5 |
47 | 450.55 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 5 |
51 | 450.74 | wind | 9.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
52 | 450.75 | wind | 9.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
56 | 451.07 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |
60 | 451.29 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 3 | 2 |
68 | 451.52 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 3 | 2 |
71 | 451.63 | wind | 1.0 | 43200 | > th | dose independent | rect. | 18 | 9 |
76 | 451.84 | wind | 1.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
80 | 451.95 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
81 | 452.05 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 9 | 7 |
91 | 452.20 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 4 | 1 |
92 | 452.21 | wind | 1.0 | 43200 | < th | dose independent | rect. | 18 | 9 |
98 | 452.24 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 1 | 1 |
105 | 452.42 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
128 | 452.66 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 2 | 10 |
188 | 452.91 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 20 | 7 |
213 | 453.03 | atmosphere | 1010.0 | 14400 | > th | dose dependent | sin | 5 | NA |
219 | 453.06 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
231 | 453.08 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
239 | 453.09 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 1 | 15 |
254 | 453.18 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 2 |
257 | 453.18 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 20 | 9 |
262 | 453.19 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 2 |
263 | 453.19 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 2 |
271 | 453.21 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 1 |
277 | 453.23 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
280 | 453.23 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 5 | 11 |
287 | 453.25 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 18 | 11 |
310 | 453.33 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 12 | 17 |
324 | 453.37 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 2 |
327 | 453.37 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 2 |
378 | 453.50 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 11 |
389 | 453.54 | temperature | 20.0 | 4320 | < th | dose dependent | sin | 14 | NA |
436 | 453.66 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 9 |
444 | 453.68 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 15 |
445 | 453.68 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 13 | 18 |
481 | 453.76 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 9 |
529 | 453.88 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 12 | 2 |
566 | 453.97 | atmosphere | 1010.0 | 14400 | > th | dose dependent | no | NA | NA |
586 | 454.01 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 9 | 23 |
592 | 454.02 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 7 | 23 |
605 | 454.04 | wind | 9.0 | 14400 | < th | dose independent | rect. | 12 | 2 |
613 | 454.05 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 4 | 1 |
732 | 454.29 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
829 | 454.48 | temperature | 20.0 | 4320 | < th | dose independent | sin | 11 | NA |
830 | 454.48 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 15 | 2 |
865 | 454.53 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 13 | 18 |
873 | 454.55 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 15 |
893 | 454.59 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 8 | 2 |
929 | 454.70 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 1 | 2 |
996 | 454.84 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 20 | 18 |