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Os06g0200700 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
409.12 | 0.95 | 3.33 | 1.05 | 0.872 | -0.862 | 3.37 | -4.99 | 0.0704 | 20.5 | 0.2966 | 4478 | -- | -- |
412.99 | 0.947 | 3.38 | 1.12 | 0.898 | -1.4 | 2.97 | -- | 0.0775 | 20.3 | 0.3302 | 2260 | -- | -- |
445.24 | 0.983 | 3.32 | 0.989 | 0.872 | -0.856 | -- | -4.88 | 0.0886 | 20.2 | 0.001036 | 4479 | -- | -- |
443.21 | 0.981 | 3.37 | 0.938 | 0.795 | -1.68 | -- | -- | 0.0987 | 20 | 0.5 | 1941 | -- | -- |
486.24 | 1.03 | 3.31 | 0.943 | -- | -0.866 | -- | -4.76 | 0.063 | -- | 0.063 | 4700 | -- | -- |
443.5 | 0.987 | 3.4 | 1.47 | 0.861 | -- | 3.31 | -- | -0.0033 | 20.6 | -- | -- | -- | -- |
478.86 | 1.02 | 3.4 | 1.37 | 0.864 | -- | -- | -- | -0.00161 | 20.3 | -- | -- | -- | -- |
480.1 | 1.02 | 3.35 | 0.871 | -- | -1.8 | -- | -- | 0.0915 | -- | 0.2983 | 1941 | -- | -- |
461.71 | 1 | 3.39 | -- | 0.826 | -2.03 | -- | -- | 0.0353 | 20.1 | 0.4999 | 2140 | -- | -- |
520.16 | 1.07 | 3.38 | 1.36 | -- | -- | -- | -- | -0.0111 | -- | -- | -- | -- | -- |
528.23 | 1.08 | 3.43 | -- | 0.857 | -- | -- | -- | -0.154 | 20.4 | -- | -- | -- | -- |
497.34 | 1.04 | 3.37 | -- | -- | -2.24 | -- | -- | 0.0333 | -- | 0.2326 | 1952 | -- | -- |
569.16 | 1.11 | 3.41 | -- | -- | -- | -- | -- | -0.162 | -- | -- | -- | -- | -- |
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 | 398.64 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
3 | 399.77 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 5 |
4 | 400.00 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 3 |
7 | 400.68 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 3 |
21 | 402.38 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
22 | 402.60 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 16 | 6 |
23 | 402.67 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 16 | 6 |
28 | 403.18 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 16 | 6 |
30 | 403.24 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
34 | 403.53 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 15 | 8 |
36 | 403.63 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 8 |
37 | 403.66 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 8 |
39 | 403.80 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
43 | 403.86 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 16 | 1 |
63 | 404.19 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 10 | 5 |
74 | 404.40 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 1 |
76 | 404.47 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 8 |
79 | 404.60 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 12 | 15 |
80 | 404.60 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 12 | 15 |
81 | 404.61 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 14 |
83 | 404.61 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 1 |
86 | 404.65 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 1 |
87 | 404.65 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 1 |
89 | 404.68 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 13 | 3 |
90 | 404.69 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 12 | 2 |
99 | 404.82 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 6 |
103 | 404.92 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 10 | 5 |
104 | 404.94 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
110 | 405.00 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 9 |
116 | 405.09 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 9 |
118 | 405.09 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 9 |
177 | 405.62 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 3 |
188 | 405.68 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
220 | 405.91 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 3 |
222 | 405.91 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 3 |
251 | 406.04 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
274 | 406.11 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 14 | NA |
279 | 406.12 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 14 | NA |
280 | 406.12 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
281 | 406.12 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 14 | NA |
306 | 406.24 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 11 |
308 | 406.24 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 11 |
320 | 406.29 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 20 | 21 |
327 | 406.33 | atmosphere | 1000.0 | 43200 | < th | dose dependent | sin | 11 | NA |
336 | 406.37 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 11 |
410 | 406.64 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 12 |
419 | 406.68 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 12 |
423 | 406.68 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 12 |
463 | 406.80 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
599 | 407.24 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 20 | 18 |
705 | 407.49 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 15 | NA |
758 | 407.60 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
759 | 407.60 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
785 | 407.66 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
813 | 407.74 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
822 | 407.76 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 20 | 21 |
825 | 407.76 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 20 | 21 |
848 | 407.83 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
857 | 407.84 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 20 | 21 |
912 | 407.99 | atmosphere | 1000.0 | 43200 | > th | dose independent | sin | 10 | NA |
913 | 407.99 | atmosphere | 1000.0 | 43200 | < th | dose independent | sin | 10 | NA |
923 | 408.01 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
996 | 408.15 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 15 | NA |
997 | 408.15 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 3 |