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Os06g0199300 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58.27 | 0.359 | 15.3 | -0.44 | 1.13 | 0.736 | 0.494 | -0.277 | 0.537 | 3.44 | 3 | 2 | -- | -- |
58.18 | 0.355 | 15.3 | -0.429 | 1.12 | 0.757 | 0.321 | -- | 0.513 | 3.77 | 13.48 | 12 | -- | -- |
58.74 | 0.357 | 15.3 | -0.447 | 1.16 | 0.737 | -- | -0.0406 | 0.489 | 3.65 | 16.56 | 4 | -- | -- |
58.4 | 0.356 | 15.3 | -0.449 | 1.11 | 0.78 | -- | -- | 0.516 | 3.82 | 14 | 13 | -- | -- |
72.14 | 0.396 | 15.3 | -0.448 | -- | 1.44 | -- | -0.0331 | 0.503 | -- | 6.693 | 278 | -- | -- |
67.79 | 0.386 | 15.3 | -0.452 | 1.72 | -- | 0.308 | -- | 0.486 | 2.15 | -- | -- | -- | -- |
68.15 | 0.387 | 15.3 | -0.461 | 1.72 | -- | -- | -- | 0.484 | 2.16 | -- | -- | -- | -- |
71.52 | 0.394 | 15.3 | -0.392 | -- | 1.44 | -- | -- | 0.538 | -- | 5.8 | 278 | -- | -- |
63.6 | 0.371 | 15.3 | -- | 1.11 | 0.781 | -- | -- | 0.561 | 3.75 | 16.53 | 13 | -- | -- |
244.21 | 0.73 | 15.3 | -0.389 | -- | -- | -- | -- | 0.525 | -- | -- | -- | -- | -- |
73.75 | 0.402 | 15.3 | -- | 1.71 | -- | -- | -- | 0.535 | 2.15 | -- | -- | -- | -- |
75.33 | 0.404 | 15.3 | -- | -- | 1.42 | -- | -- | 0.583 | -- | 4.21 | 273 | -- | -- |
248.2 | 0.735 | 15.3 | -- | -- | -- | -- | -- | 0.568 | -- | -- | -- | -- | -- |
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 | 56.45 | wind | 9 | 43200 | < th | dose independent | rect. | 9 | 5 |
2 | 56.55 | wind | 9 | 43200 | > th | dose independent | rect. | 9 | 5 |
4 | 56.82 | wind | 9 | 43200 | < th | dose independent | rect. | 8 | 8 |
5 | 56.83 | wind | 9 | 43200 | > th | dose independent | rect. | 8 | 8 |
9 | 56.88 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 8 |
13 | 56.96 | radiation | 20 | 43200 | > th | dose independent | rect. | 9 | 1 |
14 | 56.96 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 3 |
15 | 56.96 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 4 |
41 | 57.07 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 1 |
46 | 57.09 | wind | 9 | 43200 | < th | dose independent | sin | 1 | NA |
47 | 57.09 | wind | 9 | 43200 | < th | dose independent | rect. | 21 | 21 |
48 | 57.10 | wind | 9 | 43200 | > th | dose independent | sin | 0 | NA |
52 | 57.11 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 21 |
64 | 57.13 | wind | 9 | 43200 | < th | dose independent | rect. | 1 | 17 |
96 | 57.20 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 14 |
107 | 57.21 | wind | 9 | 43200 | < th | dose dependent | rect. | 5 | 2 |
113 | 57.23 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 14 |
115 | 57.24 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 3 |
117 | 57.24 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 9 |
119 | 57.24 | wind | 3 | 43200 | < th | dose independent | rect. | 4 | 10 |
131 | 57.26 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 12 |
136 | 57.28 | wind | 9 | 43200 | > th | dose independent | rect. | 7 | 17 |
146 | 57.29 | wind | 9 | 43200 | < th | dose independent | rect. | 7 | 19 |
149 | 57.29 | wind | 5 | 43200 | < th | dose dependent | rect. | 20 | 12 |
150 | 57.29 | wind | 9 | 43200 | < th | dose dependent | rect. | 22 | 17 |
156 | 57.30 | wind | 9 | 43200 | < th | dose independent | rect. | 7 | 17 |
189 | 57.31 | wind | 5 | 43200 | < th | dose dependent | rect. | 22 | 17 |
197 | 57.32 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 23 |
202 | 57.32 | wind | 5 | 43200 | < th | dose dependent | rect. | 4 | 10 |
219 | 57.33 | wind | 9 | 43200 | > th | dose independent | rect. | 17 | 23 |
221 | 57.33 | wind | 9 | 43200 | < th | dose independent | rect. | 15 | 23 |
223 | 57.33 | wind | 5 | 43200 | < th | dose dependent | rect. | 1 | 14 |
244 | 57.34 | wind | 9 | 43200 | < th | dose dependent | rect. | 18 | 14 |
283 | 57.36 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 23 |
284 | 57.36 | wind | 9 | 43200 | < th | dose independent | rect. | 17 | 23 |
285 | 57.36 | wind | 7 | 43200 | > th | dose dependent | rect. | 8 | 8 |
292 | 57.37 | wind | 9 | 43200 | > th | dose independent | no | NA | NA |
307 | 57.37 | wind | 5 | 43200 | < th | dose dependent | rect. | 3 | 12 |
308 | 57.37 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 14 |
310 | 57.37 | wind | 1 | 43200 | > th | dose dependent | rect. | 22 | 17 |
313 | 57.38 | wind | 9 | 43200 | < th | dose independent | no | NA | NA |
327 | 57.38 | wind | 9 | 43200 | > th | dose independent | rect. | 15 | 23 |
328 | 57.38 | wind | 9 | 43200 | < th | dose independent | rect. | 1 | 23 |
332 | 57.38 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 1 |
337 | 57.38 | wind | 9 | 43200 | < th | dose dependent | rect. | 4 | 11 |
350 | 57.39 | wind | 9 | 43200 | < th | dose independent | rect. | 23 | 23 |
353 | 57.39 | wind | 1 | 43200 | > th | dose dependent | rect. | 4 | 11 |
357 | 57.39 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 14 |
396 | 57.41 | wind | 9 | 43200 | < th | dose dependent | sin | 10 | NA |
403 | 57.41 | wind | 1 | 43200 | > th | dose dependent | rect. | 18 | 14 |
464 | 57.46 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 9 |
487 | 57.48 | wind | 9 | 43200 | < th | dose dependent | sin | 4 | NA |
495 | 57.49 | wind | 9 | 43200 | < th | dose independent | rect. | 13 | 23 |
508 | 57.50 | wind | 3 | 43200 | > th | dose independent | sin | 4 | NA |
524 | 57.51 | wind | 3 | 43200 | < th | dose independent | sin | 4 | NA |
547 | 57.52 | wind | 1 | 43200 | > th | dose dependent | sin | 4 | NA |
558 | 57.53 | wind | 1 | 43200 | > th | dose dependent | sin | 10 | NA |
559 | 57.53 | wind | 5 | 43200 | < th | dose dependent | sin | 4 | NA |
573 | 57.54 | wind | 7 | 43200 | > th | dose dependent | sin | 1 | NA |
623 | 57.57 | wind | 9 | 43200 | > th | dose dependent | sin | 19 | NA |
660 | 57.59 | wind | 1 | 43200 | > th | dose dependent | rect. | 18 | 20 |
679 | 57.60 | wind | 7 | 43200 | > th | dose dependent | rect. | 21 | 21 |
717 | 57.62 | radiation | 20 | 10 | < th | dose dependent | rect. | 17 | 23 |
744 | 57.64 | wind | 7 | 43200 | > th | dose dependent | rect. | 15 | 23 |
789 | 57.67 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 1 |
800 | 57.68 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 1 |
949 | 57.75 | wind | 7 | 43200 | > th | dose dependent | rect. | 4 | 20 |
964 | 57.76 | wind | 7 | 43200 | > th | dose dependent | rect. | 6 | 18 |