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Os07g0586200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Esterase precursor (EC 3.1.1.-) (Early nodule-specific protein homolog) (Latex allergen Hev b 13).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
313.9 | 0.832 | 9.08 | -3.22 | 2.05 | 3.08 | 0.11 | 2.42 | -1.6 | 12.1 | 24.1 | 1081 | -- | -- |
315.67 | 0.827 | 9.1 | -3.7 | 2.2 | 3.46 | -0.00279 | -- | -1.66 | 11.7 | 24.43 | 1010 | -- | -- |
313.13 | 0.824 | 9.06 | -3.16 | 2.07 | 3.11 | -- | 2.68 | -1.56 | 11.9 | 24.32 | 1037 | -- | -- |
314.92 | 0.827 | 9.13 | -3.77 | 2.14 | 3.41 | -- | -- | -1.7 | 11.8 | 24.45 | 1022 | -- | -- |
465.76 | 1.01 | 9.05 | -2.93 | -- | 2.72 | -- | 4.25 | -1.55 | -- | 21.6 | 4624 | -- | -- |
630.78 | 1.18 | 9.06 | -2.81 | 1.31 | -- | -0.753 | -- | -1.3 | 12.3 | -- | -- | -- | -- |
633.23 | 1.18 | 9.06 | -2.84 | 1.31 | -- | -- | -- | -1.3 | 12.2 | -- | -- | -- | -- |
453.05 | 0.991 | 9.16 | -3.87 | -- | 2.64 | -- | -- | -1.63 | -- | 26 | 5988 | -- | -- |
661.76 | 1.2 | 9.01 | -- | 1.93 | 2.46 | -- | -- | -1.11 | 11.9 | 25.3 | 1007 | -- | -- |
741.4 | 1.27 | 9.09 | -2.88 | -- | -- | -- | -- | -1.32 | -- | -- | -- | -- | -- |
845.09 | 1.36 | 8.99 | -- | 1.35 | -- | -- | -- | -0.986 | 12.3 | -- | -- | -- | -- |
798.11 | 1.32 | 9.02 | -- | -- | 1.85 | -- | -- | -0.961 | -- | 28.3 | 5987 | -- | -- |
959.9 | 1.45 | 9.02 | -- | -- | -- | -- | -- | -1 | -- | -- | -- | -- | -- |
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 |
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1 | 292.35 | temperature | 25 | 43200 | > th | dose independent | rect. | 17 | 2 |
4 | 293.28 | temperature | 25 | 43200 | < th | dose independent | rect. | 17 | 2 |
6 | 294.02 | temperature | 25 | 43200 | > th | dose dependent | rect. | 17 | 1 |
28 | 297.39 | temperature | 30 | 43200 | > th | dose independent | rect. | 15 | 1 |
30 | 297.42 | temperature | 30 | 43200 | < th | dose independent | rect. | 15 | 1 |
34 | 297.57 | temperature | 25 | 43200 | < th | dose dependent | rect. | 17 | 1 |
47 | 298.11 | temperature | 25 | 43200 | > th | dose independent | rect. | 10 | 11 |
64 | 298.37 | temperature | 25 | 43200 | < th | dose independent | rect. | 10 | 11 |
98 | 299.22 | temperature | 30 | 43200 | < th | dose independent | rect. | 14 | 18 |
104 | 299.23 | temperature | 30 | 43200 | < th | dose independent | rect. | 14 | 13 |
200 | 300.04 | temperature | 25 | 43200 | < th | dose dependent | rect. | 9 | 13 |
205 | 300.12 | temperature | 25 | 43200 | > th | dose independent | sin | 19 | NA |
231 | 300.38 | temperature | 25 | 43200 | < th | dose independent | sin | 19 | NA |
242 | 300.41 | temperature | 25 | 43200 | > th | dose independent | rect. | 7 | 15 |
248 | 300.46 | temperature | 25 | 43200 | < th | dose independent | rect. | 7 | 1 |
258 | 300.55 | temperature | 25 | 43200 | < th | dose dependent | rect. | 13 | 9 |
284 | 300.65 | temperature | 25 | 43200 | > th | dose independent | rect. | 7 | 1 |
286 | 300.67 | temperature | 25 | 43200 | < th | dose independent | rect. | 7 | 15 |
325 | 300.94 | temperature | 30 | 43200 | < th | dose independent | sin | 14 | NA |
330 | 300.97 | temperature | 30 | 43200 | > th | dose independent | sin | 14 | NA |
438 | 301.82 | temperature | 25 | 43200 | > th | dose independent | rect. | 17 | 12 |
474 | 302.03 | temperature | 25 | 43200 | < th | dose dependent | sin | 21 | NA |
591 | 302.57 | temperature | 25 | 43200 | < th | dose independent | rect. | 17 | 12 |
606 | 302.64 | temperature | 25 | 43200 | > th | dose independent | rect. | 10 | 22 |
633 | 302.78 | temperature | 25 | 43200 | > th | dose independent | rect. | 7 | 22 |
723 | 303.15 | temperature | 25 | 43200 | < th | dose dependent | rect. | 9 | 2 |
725 | 303.16 | temperature | 25 | 43200 | < th | dose independent | rect. | 17 | 15 |
728 | 303.17 | temperature | 25 | 14400 | < th | dose independent | rect. | 23 | 1 |
748 | 303.22 | temperature | 25 | 14400 | > th | dose dependent | rect. | 18 | 16 |
795 | 303.35 | temperature | 25 | 43200 | > th | dose independent | rect. | 15 | 21 |
808 | 303.38 | temperature | 25 | 43200 | > th | dose independent | rect. | 17 | 23 |
844 | 303.50 | temperature | 25 | 43200 | > th | dose independent | no | NA | NA |
894 | 303.68 | temperature | 25 | 43200 | > th | dose dependent | sin | 16 | NA |
981 | 303.99 | temperature | 25 | 43200 | < th | dose independent | rect. | 17 | 23 |