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Os08g0462700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Disease resistance/zinc finger/chromosome condensation-like region domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48.44 | 0.327 | 7.64 | -1.22 | 0.698 | 0.943 | 0.359 | -0.902 | -0.163 | 19.8 | 23.77 | 1463 | -- | -- |
48.77 | 0.325 | 7.62 | -0.955 | 0.676 | 0.888 | 0.386 | -- | -0.112 | 19.9 | 23.27 | 1540 | -- | -- |
48.76 | 0.325 | 7.64 | -1.21 | 0.709 | 0.948 | -- | -0.844 | -0.163 | 19.6 | 23.6 | 1409 | -- | -- |
49.1 | 0.326 | 7.62 | -0.955 | 0.705 | 0.911 | -- | -- | -0.113 | 19.3 | 23 | 1290 | -- | -- |
52.23 | 0.337 | 7.62 | -1.11 | -- | 1.4 | -- | -0.569 | -0.183 | -- | 22.88 | 695 | -- | -- |
77.54 | 0.413 | 7.58 | -0.639 | 0.693 | -- | 0.38 | -- | 0.0685 | 20.1 | -- | -- | -- | -- |
77.96 | 0.413 | 7.58 | -0.649 | 0.695 | -- | -- | -- | 0.0692 | 20 | -- | -- | -- | -- |
52.54 | 0.338 | 7.6 | -0.979 | -- | 1.37 | -- | -- | -0.138 | -- | 22.9 | 693 | -- | -- |
70.72 | 0.392 | 7.58 | -- | 0.501 | 0.84 | -- | -- | 0.0353 | 19.1 | 23.05 | 890 | -- | -- |
104.38 | 0.477 | 7.56 | -0.656 | -- | -- | -- | -- | 0.0605 | -- | -- | -- | -- | -- |
89.08 | 0.441 | 7.56 | -- | 0.699 | -- | -- | -- | 0.142 | 20 | -- | -- | -- | -- |
76.25 | 0.407 | 7.57 | -- | -- | 1.16 | -- | -- | 0.00814 | -- | 23.34 | 650 | -- | -- |
115.73 | 0.502 | 7.54 | -- | -- | -- | -- | -- | 0.133 | -- | -- | -- | -- | -- |
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 | 48.12 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 3 |
2 | 48.12 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 10 |
32 | 48.35 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 5 |
37 | 48.37 | temperature | 25 | 1440 | > th | dose dependent | sin | 22 | NA |
144 | 48.75 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 23 |
176 | 48.81 | temperature | 20 | 270 | > th | dose dependent | rect. | 20 | 23 |
190 | 48.85 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
193 | 48.85 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 23 |
194 | 48.86 | temperature | 25 | 1440 | > th | dose independent | rect. | 17 | 3 |
211 | 48.93 | temperature | 20 | 270 | > th | dose dependent | rect. | 6 | 23 |
212 | 48.94 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 23 |
227 | 49.03 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 1 |
249 | 49.12 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 11 |
267 | 49.25 | temperature | 25 | 1440 | < th | dose independent | rect. | 17 | 3 |
275 | 49.27 | temperature | 20 | 270 | > th | dose dependent | no | NA | NA |
316 | 49.48 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 11 |
346 | 49.61 | temperature | 20 | 270 | > th | dose dependent | rect. | 24 | 23 |
347 | 49.62 | wind | 7 | 43200 | < th | dose independent | rect. | 10 | 11 |
361 | 49.72 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 8 |
399 | 49.85 | wind | 7 | 43200 | < th | dose independent | rect. | 10 | 8 |
405 | 49.87 | wind | 7 | 43200 | > th | dose independent | rect. | 11 | 5 |
419 | 49.90 | wind | 7 | 43200 | < th | dose independent | rect. | 11 | 5 |
436 | 49.95 | wind | 7 | 43200 | < th | dose independent | rect. | 13 | 1 |
442 | 49.95 | temperature | 20 | 270 | > th | dose dependent | rect. | 11 | 23 |
475 | 50.07 | wind | 7 | 43200 | > th | dose independent | sin | 22 | NA |
487 | 50.10 | temperature | 10 | 1440 | > th | dose dependent | rect. | 13 | 6 |
507 | 50.13 | wind | 7 | 43200 | > th | dose independent | rect. | 4 | 17 |
509 | 50.13 | temperature | 20 | 270 | > th | dose dependent | rect. | 13 | 23 |
517 | 50.15 | wind | 7 | 43200 | > th | dose independent | rect. | 12 | 3 |
518 | 50.15 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 2 |
520 | 50.15 | temperature | 10 | 1440 | > th | dose dependent | rect. | 9 | 10 |
523 | 50.16 | wind | 7 | 43200 | < th | dose independent | sin | 22 | NA |
530 | 50.17 | wind | 7 | 43200 | < th | dose independent | rect. | 12 | 3 |
539 | 50.18 | wind | 7 | 43200 | > th | dose independent | rect. | 13 | 1 |
559 | 50.20 | wind | 7 | 43200 | < th | dose independent | rect. | 4 | 17 |
593 | 50.24 | wind | 7 | 43200 | > th | dose independent | rect. | 5 | 13 |
610 | 50.27 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 6 |
627 | 50.30 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 13 |
661 | 50.34 | wind | 7 | 43200 | > th | dose dependent | rect. | 13 | 3 |
675 | 50.35 | wind | 7 | 43200 | > th | dose dependent | rect. | 11 | 19 |
679 | 50.36 | wind | 5 | 43200 | > th | dose dependent | rect. | 11 | 4 |
739 | 50.43 | wind | 7 | 43200 | > th | dose dependent | sin | 19 | NA |
784 | 50.48 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 8 |
872 | 50.60 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 12 |
942 | 50.68 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 14 |
959 | 50.70 | temperature | 10 | 1440 | > th | dose dependent | sin | 21 | NA |
998 | 50.74 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 12 |