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Os01g0237500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : NmrA-like family 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 = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
811.39 | 1.34 | 6.26 | 5.96 | 0.575 | -4.3 | 1.31 | -0.633 | 1.75 | 20.3 | 15.23 | 4322 | 13.3 | 0.884 |
811.72 | 1.33 | 6.25 | 6.04 | 0.573 | -4.24 | 1.34 | -- | 1.74 | 20.3 | 15.56 | 4321 | 13.3 | 0.739 |
816.58 | 1.33 | 6.25 | 5.93 | 0.564 | -4.27 | -- | -0.514 | 1.75 | 20.6 | 15.57 | 4321 | 13.3 | 0.866 |
816.68 | 1.33 | 6.24 | 6 | 0.572 | -4.22 | -- | -- | 1.74 | 20.6 | 16.2 | 4321 | 13.3 | 0.741 |
834.84 | 1.35 | 6.24 | 5.91 | -- | -4.22 | -- | -0.525 | 1.74 | -- | 16.04 | 4323 | 13.3 | 0.883 |
1101.05 | 1.56 | 6.35 | 4.28 | 0.516 | -- | 1.57 | -- | 1.27 | 19.5 | -- | -- | -- | -- |
1107.8 | 1.56 | 6.35 | 4.24 | 0.516 | -- | -- | -- | 1.27 | 19.7 | -- | -- | -- | -- |
834.95 | 1.35 | 6.23 | 6.01 | -- | -4.2 | -- | -- | 1.77 | -- | 16.22 | 4321 | 13.3 | 0.75 |
1540.61 | 1.83 | 6.33 | -- | 0.826 | -2.09 | -- | -- | 1.05 | 21.2 | 27.71 | 3169 | 12.7 | 2.09 |
1122.17 | 1.57 | 6.33 | 4.23 | -- | -- | -- | -- | 1.27 | -- | -- | -- | -- | -- |
1581.96 | 1.86 | 6.45 | -- | 0.489 | -- | -- | -- | 0.802 | 20.3 | -- | -- | -- | -- |
1502.66 | 1.81 | 6.33 | -- | -- | -1.74 | -- | -- | 1.13 | -- | 23.92 | 3371 | 18 | 0.583 |
1595.24 | 1.86 | 6.44 | -- | -- | -- | -- | -- | 0.797 | -- | -- | -- | -- | -- |
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 | 804.24 | humidity | 90 | 43200 | < th | dose independent | rect. | 19 | 2 |
2 | 804.86 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 6 |
4 | 805.06 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 14 |
41 | 809.04 | humidity | 90 | 43200 | < th | dose independent | sin | 21 | NA |
61 | 810.34 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 14 |
62 | 810.41 | radiation | 1 | 14400 | > th | dose dependent | rect. | 18 | 12 |
63 | 810.52 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 4 |
75 | 811.45 | humidity | 80 | 43200 | > th | dose dependent | rect. | 16 | 3 |
79 | 811.67 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 14 |
82 | 811.92 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 4 |
83 | 811.97 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 1 |
98 | 812.46 | temperature | 15 | 4320 | > th | dose dependent | rect. | 13 | 1 |
105 | 812.69 | humidity | 80 | 43200 | > th | dose dependent | rect. | 9 | 2 |
114 | 813.06 | humidity | 80 | 43200 | > th | dose dependent | rect. | 8 | 12 |
150 | 814.13 | wind | 5 | 43200 | < th | dose independent | rect. | 5 | 1 |
154 | 814.27 | temperature | 25 | 43200 | < th | dose dependent | rect. | 17 | 1 |
157 | 814.32 | radiation | 1 | 14400 | > th | dose dependent | rect. | 4 | 2 |
181 | 814.71 | humidity | 90 | 43200 | > th | dose independent | rect. | 17 | 4 |
183 | 814.77 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 18 |
186 | 814.82 | humidity | 80 | 43200 | > th | dose independent | rect. | 16 | 1 |
194 | 815.04 | temperature | 10 | 4320 | > th | dose dependent | rect. | 11 | 4 |
216 | 815.36 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 2 |
231 | 815.65 | humidity | 90 | 43200 | > th | dose dependent | rect. | 19 | 2 |
235 | 815.68 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 1 |
242 | 815.82 | temperature | 10 | 43200 | > th | dose dependent | rect. | 17 | 1 |
253 | 816.09 | radiation | 1 | 14400 | > th | dose independent | rect. | 17 | 18 |
262 | 816.21 | humidity | 90 | 43200 | > th | dose independent | sin | 22 | NA |
319 | 816.78 | radiation | 1 | 14400 | < th | dose independent | rect. | 7 | 11 |
343 | 816.95 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 16 |
384 | 817.35 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 1 |
413 | 817.63 | humidity | 60 | 43200 | > th | dose independent | rect. | 15 | 3 |
437 | 817.87 | humidity | 80 | 43200 | > th | dose dependent | sin | 22 | NA |
442 | 817.90 | radiation | 1 | 14400 | > th | dose independent | rect. | 7 | 11 |
456 | 817.95 | radiation | 1 | 14400 | < th | dose independent | rect. | 7 | 15 |
460 | 817.96 | radiation | 1 | 14400 | < th | dose independent | rect. | 7 | 17 |
462 | 817.96 | radiation | 1 | 14400 | < th | dose independent | rect. | 7 | 22 |
657 | 819.08 | humidity | 60 | 43200 | < th | dose independent | rect. | 14 | 4 |
725 | 819.34 | temperature | 25 | 43200 | < th | dose dependent | sin | 19 | NA |
728 | 819.35 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 9 |
748 | 819.42 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 20 |
749 | 819.42 | radiation | 1 | 14400 | < th | dose independent | rect. | 21 | 22 |
783 | 819.46 | radiation | 1 | 14400 | < th | dose independent | no | NA | NA |
806 | 819.52 | temperature | 10 | 43200 | > th | dose dependent | sin | 17 | NA |
809 | 819.53 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 2 |
811 | 819.55 | humidity | 60 | 43200 | < th | dose independent | rect. | 16 | 1 |
814 | 819.56 | radiation | 1 | 14400 | < th | dose independent | sin | 1 | NA |
817 | 819.57 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 9 |
861 | 819.73 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 2 |
881 | 819.78 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 7 |
903 | 819.86 | temperature | 25 | 43200 | < th | dose dependent | rect. | 4 | 18 |
987 | 820.02 | radiation | 1 | 14400 | < th | dose independent | sin | 11 | NA |