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Os08g0457600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RSH2.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.5 | 0.34 | 13.2 | 1.02 | 1.59 | -0.658 | 0.333 | 1.06 | 0.218 | 7.91 | 20.3 | 1659 | -- | -- |
54.95 | 0.345 | 13.2 | 0.943 | 1.59 | -0.893 | 0.16 | -- | 0.213 | 7.84 | 20.3 | 1658 | -- | -- |
52.83 | 0.339 | 13.2 | 1.03 | 1.58 | -0.666 | -- | 1.06 | 0.218 | 7.91 | 20.25 | 1659 | -- | -- |
54.82 | 0.345 | 13.2 | 0.894 | 1.58 | -0.881 | -- | -- | 0.209 | 7.87 | 19.9 | 1618 | -- | -- |
180.26 | 0.625 | 13.2 | 1.39 | -- | -0.883 | -- | 2.08 | 0.445 | -- | 25.2 | 2093 | -- | -- |
67.54 | 0.385 | 13.2 | 0.499 | 1.58 | -- | 0.443 | -- | 0.0057 | 7.91 | -- | -- | -- | -- |
68.12 | 0.387 | 13.2 | 0.511 | 1.58 | -- | -- | -- | 0.00523 | 7.91 | -- | -- | -- | -- |
184.49 | 0.633 | 13.2 | 0.795 | -- | -0.81 | -- | -- | 0.284 | -- | 25.2 | 2083 | -- | -- |
66.72 | 0.383 | 13.2 | -- | 1.6 | -0.459 | -- | -- | 0.0137 | 8.13 | 19.9 | 1618 | -- | -- |
203.72 | 0.667 | 13.3 | 0.528 | -- | -- | -- | -- | 0.0263 | -- | -- | -- | -- | -- |
74.99 | 0.405 | 13.3 | -- | 1.58 | -- | -- | -- | -0.0516 | 7.89 | -- | -- | -- | -- |
156.8 | 0.583 | 13.2 | -- | -- | -0.974 | -- | -- | 0.227 | -- | 25.9 | 517 | -- | -- |
211.07 | 0.678 | 13.3 | -- | -- | -- | -- | -- | -0.0323 | -- | -- | -- | -- | -- |
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 | 50.54 | temperature | 20 | 270 | > th | dose independent | rect. | 16 | 10 |
2 | 51.00 | temperature | 20 | 270 | > th | dose independent | rect. | 17 | 17 |
8 | 51.60 | temperature | 20 | 90 | > th | dose independent | sin | 10 | NA |
15 | 51.89 | temperature | 20 | 90 | > th | dose independent | rect. | 5 | 23 |
21 | 52.07 | temperature | 20 | 10 | > th | dose independent | sin | 9 | NA |
36 | 52.48 | temperature | 20 | 10 | > th | dose independent | rect. | 19 | 9 |
44 | 52.62 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
48 | 52.68 | temperature | 20 | 1440 | > th | dose independent | rect. | 17 | 11 |
50 | 52.68 | temperature | 20 | 1440 | > th | dose independent | rect. | 14 | 17 |
56 | 52.72 | temperature | 20 | 1440 | > th | dose independent | sin | 12 | NA |
58 | 52.72 | temperature | 20 | 1440 | > th | dose independent | rect. | 15 | 13 |
59 | 52.72 | temperature | 20 | 1440 | < th | dose independent | rect. | 15 | 16 |
62 | 52.73 | temperature | 20 | 1440 | < th | dose independent | rect. | 17 | 11 |
63 | 52.73 | temperature | 20 | 1440 | > th | dose independent | rect. | 17 | 15 |
77 | 52.76 | temperature | 20 | 1440 | < th | dose independent | sin | 12 | NA |
84 | 52.78 | temperature | 20 | 1440 | < th | dose independent | rect. | 15 | 13 |
86 | 52.78 | temperature | 20 | 1440 | < th | dose independent | rect. | 17 | 14 |
92 | 52.80 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 1 |
134 | 52.94 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 11 |
144 | 52.95 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 13 |
151 | 52.96 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 11 |
182 | 53.02 | temperature | 20 | 1440 | < th | dose independent | rect. | 24 | 8 |
185 | 53.02 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 17 |
228 | 53.07 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 18 |
258 | 53.10 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 20 |
259 | 53.11 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 1 |
324 | 53.19 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 22 |
347 | 53.23 | temperature | 20 | 1440 | < th | dose independent | rect. | 6 | 1 |
368 | 53.26 | temperature | 20 | 90 | < th | dose independent | sin | 11 | NA |
389 | 53.28 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 18 |
399 | 53.30 | temperature | 20 | 4320 | > th | dose independent | rect. | 19 | 3 |
409 | 53.31 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 2 |
511 | 53.43 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 23 |
546 | 53.48 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
570 | 53.53 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 23 |
573 | 53.54 | temperature | 20 | 90 | < th | dose independent | rect. | 15 | 20 |
574 | 53.54 | temperature | 20 | 90 | < th | dose independent | rect. | 9 | 22 |
578 | 53.56 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
585 | 53.57 | temperature | 20 | 10 | < th | dose independent | sin | 10 | NA |
594 | 53.59 | temperature | 20 | 10 | > th | dose independent | rect. | 19 | 17 |
603 | 53.60 | temperature | 15 | 270 | > th | dose dependent | rect. | 18 | 15 |
626 | 53.65 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 18 |
628 | 53.65 | temperature | 20 | 90 | < th | dose independent | rect. | 18 | 23 |
660 | 53.71 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 1 |
716 | 53.79 | temperature | 20 | 90 | < th | dose independent | rect. | 15 | 14 |
717 | 53.79 | temperature | 20 | 90 | < th | dose independent | rect. | 15 | 16 |
727 | 53.81 | temperature | 20 | 90 | > th | dose independent | no | NA | NA |
729 | 53.81 | temperature | 20 | 90 | < th | dose independent | rect. | 5 | 23 |
733 | 53.82 | temperature | 20 | 10 | > th | dose independent | rect. | 6 | 22 |
740 | 53.84 | temperature | 20 | 90 | < th | dose independent | no | NA | NA |
748 | 53.85 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 12 |
755 | 53.87 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 14 |
804 | 53.93 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 23 |
904 | 54.11 | humidity | 50 | 14400 | > th | dose dependent | rect. | 5 | 1 |
951 | 54.17 | temperature | 20 | 10 | < th | dose independent | rect. | 15 | 15 |
972 | 54.20 | temperature | 20 | 10 | < th | dose independent | rect. | 18 | 12 |