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Os03g0326600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : RNA-binding region RNP-1 (RNA recognition motif) 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.13 | 0.29 | 9.68 | 0.0569 | 0.804 | -1.11 | -0.346 | 0.474 | 0.0739 | 11 | 18.19 | 373 | -- | -- |
38.31 | 0.288 | 9.69 | -0.0349 | 0.794 | -1.08 | -0.34 | -- | 0.0536 | 10.9 | 18 | 381 | -- | -- |
38.63 | 0.289 | 9.68 | 0.0461 | 0.807 | -1.11 | -- | 0.502 | 0.0781 | 11 | 18.27 | 371 | -- | -- |
38.8 | 0.29 | 9.69 | -0.0405 | 0.808 | -1.12 | -- | -- | 0.0507 | 11.1 | 17.86 | 368 | -- | -- |
60.14 | 0.361 | 9.66 | 0.465 | -- | -1.46 | -- | 2.3 | 0.149 | -- | 23.77 | 806 | -- | -- |
56.71 | 0.353 | 9.73 | -0.294 | 0.931 | -- | -0.492 | -- | -0.139 | 9.42 | -- | -- | -- | -- |
57.58 | 0.355 | 9.73 | -0.311 | 0.932 | -- | -- | -- | -0.139 | 9.48 | -- | -- | -- | -- |
62.7 | 0.369 | 9.71 | -0.00143 | -- | -1.27 | -- | -- | 0.044 | -- | 23.25 | 790 | -- | -- |
38.83 | 0.29 | 9.69 | -- | 0.81 | -1.14 | -- | -- | 0.0592 | 11.1 | 17.7 | 364 | -- | -- |
108.64 | 0.487 | 9.75 | -0.317 | -- | -- | -- | -- | -0.136 | -- | -- | -- | -- | -- |
60.14 | 0.363 | 9.72 | -- | 0.932 | -- | -- | -- | -0.105 | 9.5 | -- | -- | -- | -- |
62.7 | 0.369 | 9.71 | -- | -- | -1.27 | -- | -- | 0.0448 | -- | 23.26 | 791 | -- | -- |
111.3 | 0.492 | 9.74 | -- | -- | -- | -- | -- | -0.101 | -- | -- | -- | -- | -- |
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 | 29.56 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 17 |
8 | 31.40 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 24 | 17 |
13 | 31.75 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 6 |
15 | 32.24 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 22 | 21 |
36 | 32.86 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 18 |
43 | 33.20 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 6 |
55 | 33.46 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 20 |
65 | 33.74 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 4 | 20 |
146 | 35.43 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 18 |
155 | 35.51 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 13 | 17 |
184 | 35.86 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 7 | 19 |
206 | 36.08 | humidity | 80.0 | 270 | > th | dose independent | rect. | 23 | 6 |
209 | 36.11 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 8 |
212 | 36.16 | temperature | 20.0 | 270 | > th | dose independent | rect. | 11 | 18 |
236 | 36.37 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 15 | 9 |
248 | 36.45 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 18 |
264 | 36.55 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 18 |
266 | 36.56 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 19 |
268 | 36.57 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 9 |
279 | 36.62 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 23 | 6 |
288 | 36.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 8 |
289 | 36.70 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 17 | 17 |
294 | 36.72 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 15 | 15 |
335 | 36.98 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 18 |
346 | 37.02 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 9 |
356 | 37.09 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 5 | 18 |
363 | 37.14 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 19 |
368 | 37.17 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 5 | 19 |
371 | 37.19 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 10 | 9 |
377 | 37.22 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 23 | 6 |
394 | 37.32 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 16 |
402 | 37.38 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 6 |
403 | 37.38 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 6 |
410 | 37.40 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 6 |
412 | 37.41 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 6 |
419 | 37.43 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 6 |
425 | 37.45 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 6 |
426 | 37.45 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 6 |
427 | 37.45 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 6 |
430 | 37.45 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 6 |
434 | 37.45 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 18 |
437 | 37.46 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 6 |
467 | 37.62 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 18 |
508 | 37.75 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 24 | 4 |
512 | 37.76 | radiation | 1.0 | 270 | < th | dose independent | rect. | 9 | 14 |
541 | 37.90 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 18 |
542 | 37.90 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 15 | 18 |
556 | 37.96 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 7 |
562 | 37.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 17 |
564 | 37.99 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 10 | 14 |
565 | 37.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 17 |
603 | 38.09 | wind | 9.0 | 270 | < th | dose dependent | rect. | 24 | 4 |
661 | 38.24 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 17 |
665 | 38.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 7 |
669 | 38.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 17 |
673 | 38.26 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 7 |
696 | 38.31 | temperature | 20.0 | 720 | > th | dose dependent | sin | 14 | NA |
714 | 38.37 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 24 | 7 |
742 | 38.45 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 7 |
749 | 38.46 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 18 |
762 | 38.50 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 17 |
815 | 38.60 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 18 |
819 | 38.60 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 18 |
820 | 38.61 | wind | 3.0 | 270 | < th | dose independent | rect. | 24 | 4 |
881 | 38.69 | humidity | 80.0 | 270 | > th | dose independent | rect. | 1 | 2 |
889 | 38.70 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 7 |
890 | 38.70 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 15 |
891 | 38.70 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 15 |
970 | 38.83 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 5 | 18 |
979 | 38.86 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 16 | 7 |