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Os01g0547400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
384.98 | 0.922 | 3.24 | -0.366 | 0.341 | 0.52 | -0.263 | 0.168 | 0.686 | 14.3 | 25 | 334 | -- | -- |
385.06 | 0.914 | 3.24 | -0.324 | 0.338 | 0.524 | -0.329 | -- | 0.694 | 14.3 | 25.01 | 334 | -- | -- |
384.81 | 0.914 | 3.24 | -0.4 | 0.302 | 0.522 | -- | 0.332 | 0.668 | 14.5 | 25.53 | 367 | -- | -- |
384.95 | 0.914 | 3.24 | -0.323 | 0.335 | 0.558 | -- | -- | 0.687 | 14.7 | 25.6 | 367 | -- | -- |
389.65 | 0.919 | 3.25 | -0.384 | -- | 0.496 | -- | 0.161 | 0.639 | -- | 25.52 | 604 | -- | -- |
397.45 | 0.935 | 3.28 | -0.49 | 0.296 | -- | 0.283 | -- | 0.454 | 9.19 | -- | -- | -- | -- |
397.67 | 0.934 | 3.28 | -0.479 | 0.294 | -- | -- | -- | 0.455 | 9.65 | -- | -- | -- | -- |
389.72 | 0.919 | 3.25 | -0.338 | -- | 0.506 | -- | -- | 0.643 | -- | 25.59 | 607 | -- | -- |
387.57 | 0.917 | 3.23 | -- | 0.357 | 0.592 | -- | -- | 0.734 | 14.8 | 25.5 | 370 | -- | -- |
402.78 | 0.938 | 3.29 | -0.481 | -- | -- | -- | -- | 0.456 | -- | -- | -- | -- | -- |
403.71 | 0.94 | 3.27 | -- | 0.295 | -- | -- | -- | 0.509 | 9.77 | -- | -- | -- | -- |
392.33 | 0.923 | 3.24 | -- | -- | 0.619 | -- | -- | 0.703 | -- | 25.65 | 826 | -- | -- |
408.9 | 0.944 | 3.28 | -- | -- | -- | -- | -- | 0.509 | -- | -- | -- | -- | -- |
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 | 373.15 | temperature | 25.0 | 270 | < th | dose independent | rect. | 19 | 10 |
5 | 374.41 | temperature | 25.0 | 270 | > th | dose independent | sin | 12 | NA |
6 | 374.64 | temperature | 25.0 | 270 | < th | dose independent | rect. | 14 | 15 |
7 | 374.76 | temperature | 25.0 | 270 | < th | dose independent | sin | 12 | NA |
17 | 375.30 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 12 |
21 | 375.64 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 15 |
138 | 380.07 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 13 | 23 |
186 | 381.25 | wind | 1.0 | 270 | < th | dose dependent | rect. | 21 | 2 |
203 | 381.60 | wind | 1.0 | 270 | < th | dose dependent | rect. | 16 | 7 |
219 | 381.86 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 17 | 16 |
221 | 381.88 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 12 | 6 |
230 | 382.00 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 12 | 5 |
240 | 382.15 | wind | 1.0 | 270 | < th | dose independent | rect. | 21 | 2 |
249 | 382.24 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 17 | 8 |
252 | 382.28 | temperature | 25.0 | 270 | > th | dose dependent | sin | 11 | NA |
256 | 382.31 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 18 | 12 |
285 | 382.71 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 12 | 17 |
291 | 382.78 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
295 | 382.78 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
298 | 382.78 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 15 |
302 | 382.78 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
326 | 382.97 | radiation | 20.0 | 30 | > th | dose independent | rect. | 12 | 1 |
338 | 383.06 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 19 |
339 | 383.06 | wind | 3.0 | 90 | < th | dose dependent | rect. | 2 | 21 |
369 | 383.34 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 21 |
370 | 383.35 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
376 | 383.41 | wind | 3.0 | 90 | < th | dose dependent | rect. | 2 | 19 |
385 | 383.46 | temperature | 25.0 | 30 | > th | dose independent | rect. | 12 | 1 |
387 | 383.48 | wind | 5.0 | 30 | < th | dose independent | rect. | 12 | 1 |
392 | 383.52 | humidity | 70.0 | 30 | < th | dose independent | rect. | 12 | 1 |
400 | 383.56 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
406 | 383.61 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 8 | 19 |
412 | 383.63 | humidity | 60.0 | 30 | > th | dose independent | rect. | 12 | 14 |
414 | 383.64 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 12 | 1 |
421 | 383.69 | radiation | 10.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
424 | 383.70 | radiation | 40.0 | 30 | > th | dose independent | rect. | 12 | 1 |
427 | 383.71 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
432 | 383.72 | wind | 1.0 | 30 | < th | dose dependent | rect. | 13 | 13 |
435 | 383.73 | wind | 7.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
440 | 383.76 | wind | 1.0 | 270 | < th | dose independent | rect. | 19 | 4 |
456 | 383.81 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 12 | 1 |
457 | 383.81 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 22 |
476 | 383.89 | humidity | 60.0 | 30 | > th | dose independent | rect. | 12 | 1 |
481 | 383.91 | wind | 1.0 | 30 | > th | dose independent | rect. | 12 | 1 |
493 | 383.97 | temperature | 30.0 | 720 | < th | dose independent | rect. | 2 | 12 |
496 | 383.98 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
504 | 384.02 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 1 |
509 | 384.02 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 1 |
510 | 384.02 | temperature | 10.0 | 30 | > th | dose independent | rect. | 13 | 23 |
511 | 384.02 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 1 |
514 | 384.04 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 16 |
536 | 384.12 | wind | 1.0 | 90 | > th | dose independent | rect. | 13 | 23 |
537 | 384.13 | wind | 5.0 | 90 | < th | dose dependent | rect. | 2 | 17 |
543 | 384.17 | wind | 9.0 | 30 | < th | dose independent | rect. | 13 | 23 |
544 | 384.18 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 18 | 10 |
555 | 384.21 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 18 | 10 |
566 | 384.25 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 14 | 15 |
577 | 384.30 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 12 | 14 |
594 | 384.35 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 12 | 17 |
610 | 384.41 | temperature | 30.0 | 720 | < th | dose independent | rect. | 12 | 1 |
613 | 384.41 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
643 | 384.50 | temperature | 30.0 | 30 | < th | dose independent | rect. | 12 | 1 |
645 | 384.50 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 10 | 16 |
650 | 384.51 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 11 | 19 |
653 | 384.52 | temperature | 30.0 | 90 | < th | dose independent | rect. | 11 | 8 |
658 | 384.53 | wind | 1.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
664 | 384.56 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 18 | 11 |
671 | 384.59 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 21 | 6 |
690 | 384.63 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 12 | 1 |
695 | 384.64 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 8 |
741 | 384.84 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 20 |
744 | 384.84 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 15 | 4 |
754 | 384.84 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 14 |
761 | 384.87 | radiation | 10.0 | 720 | > th | dose independent | rect. | 14 | 17 |
776 | 384.92 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 15 | 2 |
787 | 384.96 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 21 | 6 |
791 | 384.96 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 15 | 16 |
821 | 385.05 | wind | 3.0 | 90 | < th | dose independent | rect. | 2 | 21 |
832 | 385.07 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 10 | 8 |
841 | 385.08 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 18 | 14 |
891 | 385.20 | temperature | 25.0 | 270 | > th | dose independent | rect. | 8 | 21 |
899 | 385.22 | wind | 9.0 | 30 | < th | dose dependent | rect. | 2 | 14 |
912 | 385.25 | wind | 3.0 | 90 | < th | dose independent | rect. | 2 | 19 |
915 | 385.26 | temperature | 30.0 | 90 | < th | dose independent | rect. | 23 | 19 |
923 | 385.28 | wind | 5.0 | 10 | < th | dose independent | rect. | 13 | 10 |
931 | 385.29 | temperature | 25.0 | 10 | > th | dose independent | rect. | 18 | 11 |
954 | 385.32 | radiation | 20.0 | 720 | > th | dose dependent | rect. | 15 | 17 |
958 | 385.34 | temperature | 30.0 | 720 | < th | dose independent | rect. | 5 | 10 |
960 | 385.34 | temperature | 30.0 | 720 | < th | dose independent | rect. | 23 | 16 |