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Os05g0581900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : X8 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
105.4 | 0.482 | 7.54 | 1.51 | 0.83 | -4.52 | -0.215 | 13.6 | -0.128 | 0.686 | 0.2679 | 1631 | -- | -- |
118.61 | 0.511 | 7.7 | 0.834 | 0.813 | -0.035 | -0.205 | -- | -0.0568 | 0.775 | 0.2679 | 1631 | -- | -- |
105.36 | 0.478 | 7.54 | 1.55 | 0.833 | -4.66 | -- | 14.1 | -0.127 | 0.764 | 0.3496 | 1630 | -- | -- |
109.75 | 0.488 | 7.7 | 0.998 | 0.842 | -0.42 | -- | -- | -0.0366 | 1.06 | 0.6783 | 8637 | -- | -- |
148.56 | 0.568 | 7.51 | 1.59 | -- | -4.64 | -- | 14.2 | -0.103 | -- | 0.3493 | 1630 | -- | -- |
118.61 | 0.511 | 7.7 | 0.833 | 0.813 | -- | -0.207 | -- | -0.0567 | 0.774 | -- | -- | -- | -- |
118.79 | 0.51 | 7.7 | 0.841 | 0.814 | -- | -- | -- | -0.0558 | 0.808 | -- | -- | -- | -- |
148.9 | 0.568 | 7.7 | 1.14 | -- | -0.61 | -- | -- | -0.116 | -- | 1.135 | 12842 | -- | -- |
133.99 | 0.539 | 7.73 | -- | 0.828 | -0.457 | -- | -- | -0.188 | 0.752 | 1.765 | 4808 | -- | -- |
160.13 | 0.591 | 7.69 | 0.871 | -- | -- | -- | -- | -0.0409 | -- | -- | -- | -- | -- |
137.42 | 0.548 | 7.72 | -- | 0.827 | -- | -- | -- | -0.149 | 0.853 | -- | -- | -- | -- |
176.93 | 0.62 | 7.71 | -- | -- | -0.415 | -- | -- | -0.161 | -- | 2.482 | 4547 | -- | -- |
180.12 | 0.626 | 7.71 | -- | -- | -- | -- | -- | -0.137 | -- | -- | -- | -- | -- |
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 | 104.08 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 2 |
3 | 104.52 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 14 | 4 |
4 | 104.67 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 14 | 4 |
5 | 104.67 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 14 | 4 |
7 | 104.84 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 16 | 18 |
19 | 105.06 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 14 | 4 |
25 | 105.21 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 20 | 22 |
33 | 105.28 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 23 | 19 |
44 | 105.49 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
45 | 105.49 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
48 | 105.58 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 16 | 14 |
49 | 105.58 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 16 | 14 |
55 | 105.67 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 12 | 6 |
57 | 105.71 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
65 | 105.87 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 16 | 13 |
67 | 105.90 | wind | 5.0 | 720 | < th | dose independent | rect. | 9 | 2 |
72 | 106.00 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 16 | 15 |
85 | 106.07 | humidity | 80.0 | 720 | < th | dose independent | rect. | 9 | 2 |
88 | 106.09 | wind | 5.0 | 720 | < th | dose independent | rect. | 8 | 4 |
90 | 106.09 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 16 | 17 |
101 | 106.12 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 11 |
123 | 106.25 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 11 | 8 |
134 | 106.31 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 12 | 4 |
164 | 106.44 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 12 | 6 |
186 | 106.54 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
198 | 106.60 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 13 | NA |
202 | 106.62 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 18 | 2 |
210 | 106.65 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 7 | 7 |
224 | 106.71 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 13 | 1 |
228 | 106.74 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 16 | 21 |
230 | 106.74 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 16 | 21 |
307 | 107.07 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 3 | 23 |
308 | 107.08 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 6 | 23 |
309 | 107.09 | precipitation | 0.1 | 1440 | > th | dose dependent | no | NA | NA |
312 | 107.10 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
313 | 107.10 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 1 | 23 |
351 | 107.21 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 14 |
353 | 107.21 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 14 |
358 | 107.23 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 10 |
361 | 107.23 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 10 |
365 | 107.24 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 10 |
372 | 107.26 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 17 | 4 |
378 | 107.28 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 18 |
380 | 107.29 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 14 | 6 |
385 | 107.30 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 13 | NA |
387 | 107.30 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 13 | NA |
403 | 107.36 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 13 | 7 |
416 | 107.42 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 13 | NA |
427 | 107.45 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 18 |
432 | 107.45 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 18 |
434 | 107.46 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 14 |
447 | 107.48 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 2 | 16 |
451 | 107.48 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 2 | 16 |
465 | 107.52 | wind | 7.0 | 720 | < th | dose dependent | rect. | 9 | 2 |
481 | 107.60 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
518 | 107.68 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
525 | 107.71 | wind | 9.0 | 14400 | > th | dose independent | rect. | 17 | 4 |
538 | 107.75 | atmosphere | 1000.0 | 14400 | < th | dose dependent | rect. | 4 | 1 |
542 | 107.76 | wind | 9.0 | 14400 | < th | dose independent | rect. | 17 | 4 |
551 | 107.78 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 15 | 21 |
570 | 107.81 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 6 | 10 |
606 | 107.91 | wind | 9.0 | 720 | < th | dose dependent | rect. | 8 | 5 |
607 | 107.91 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 16 | 6 |
611 | 107.92 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
625 | 107.94 | atmosphere | 1015.0 | 43200 | > th | dose dependent | sin | 18 | NA |
640 | 107.98 | radiation | 10.0 | 720 | > th | dose independent | rect. | 8 | 3 |
661 | 108.03 | humidity | 50.0 | 14400 | < th | dose independent | sin | 10 | NA |
662 | 108.03 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 2 |
663 | 108.03 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 2 |
670 | 108.05 | wind | 7.0 | 90 | < th | dose independent | rect. | 9 | 22 |
671 | 108.05 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 7 | 7 |
705 | 108.14 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 13 | 3 |
712 | 108.16 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
731 | 108.18 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 13 | 3 |
732 | 108.18 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 10 | 6 |
752 | 108.20 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 20 | 22 |
756 | 108.20 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 20 | 22 |
757 | 108.21 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 2 |
762 | 108.21 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 2 |
772 | 108.23 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 18 |
773 | 108.23 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 15 | 21 |
775 | 108.23 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 21 |
781 | 108.23 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 21 |
788 | 108.25 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 19 |
791 | 108.25 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 19 |
804 | 108.28 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 10 | 6 |
806 | 108.28 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 18 |
807 | 108.28 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 1 | NA |
821 | 108.31 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
845 | 108.34 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 14 | 19 |
855 | 108.35 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 9 | 1 |
865 | 108.37 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 17 | 18 |
890 | 108.42 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
902 | 108.43 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 14 | 8 |
978 | 108.51 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 24 | 6 |
991 | 108.53 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 15 | 1 |