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Os03g0355500 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
280.72 | 0.787 | 4.55 | 2.1 | 1.25 | -2.78 | 0.247 | 4.96 | 0.165 | 22.3 | 26.24 | 4307 | -- | -- |
280.61 | 0.78 | 4.6 | 1.25 | 1.18 | -2.39 | 0.37 | -- | 0.407 | 22.1 | 22.6 | 5860 | -- | -- |
280.96 | 0.781 | 4.55 | 2.1 | 1.25 | -2.78 | -- | 4.98 | 0.166 | 22.3 | 26.24 | 4305 | -- | -- |
280.88 | 0.781 | 4.61 | 1.19 | 1.17 | -2.37 | -- | -- | 0.36 | 22.1 | 22.7 | 5860 | -- | -- |
367.46 | 0.893 | 4.55 | 2.08 | -- | -2.71 | -- | 5.19 | 0.0568 | -- | 26.6 | 4498 | -- | -- |
456.01 | 1 | 4.82 | -0.143 | 1.14 | -- | 0.3 | -- | -0.605 | 21.8 | -- | -- | -- | -- |
456.36 | 1 | 4.82 | -0.155 | 1.13 | -- | -- | -- | -0.605 | 21.8 | -- | -- | -- | -- |
363.2 | 0.888 | 4.58 | 1.17 | -- | -2.34 | -- | -- | 0.346 | -- | 22.66 | 5873 | -- | -- |
309.83 | 0.82 | 4.66 | -- | 1.16 | -1.97 | -- | -- | 0.149 | 22.1 | 22.72 | 5037 | -- | -- |
533.18 | 1.08 | 4.79 | -0.143 | -- | -- | -- | -- | -0.606 | -- | -- | -- | -- | -- |
456.99 | 1 | 4.82 | -- | 1.13 | -- | -- | -- | -0.588 | 21.8 | -- | -- | -- | -- |
391.03 | 0.921 | 4.64 | -- | -- | -1.9 | -- | -- | 0.0594 | -- | 22.8 | 5859 | -- | -- |
533.72 | 1.08 | 4.79 | -- | -- | -- | -- | -- | -0.59 | -- | -- | -- | -- | -- |
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 | 260.43 | radiation | 1 | 43200 | < th | dose dependent | rect. | 18 | 11 |
2 | 260.72 | radiation | 1 | 43200 | < th | dose dependent | rect. | 18 | 5 |
3 | 260.74 | radiation | 1 | 43200 | < th | dose dependent | rect. | 18 | 2 |
12 | 262.12 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 5 |
13 | 262.13 | humidity | 80 | 43200 | < th | dose independent | rect. | 11 | 7 |
19 | 263.38 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |
24 | 263.76 | humidity | 80 | 43200 | > th | dose dependent | rect. | 17 | 2 |
25 | 263.80 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 16 | 1 |
27 | 263.84 | radiation | 1 | 14400 | < th | dose dependent | sin | 2 | NA |
30 | 263.96 | humidity | 80 | 43200 | > th | dose independent | rect. | 11 | 8 |
32 | 264.07 | humidity | 90 | 43200 | < th | dose independent | rect. | 16 | 8 |
36 | 264.20 | humidity | 90 | 43200 | > th | dose independent | rect. | 16 | 9 |
39 | 264.26 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 10 |
40 | 264.30 | humidity | 90 | 43200 | < th | dose independent | rect. | 16 | 6 |
44 | 264.38 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 21 |
45 | 264.39 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 19 |
51 | 264.42 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 16 |
54 | 264.44 | radiation | 1 | 14400 | < th | dose dependent | rect. | 16 | 23 |
68 | 264.57 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 5 |
80 | 264.67 | radiation | 1 | 14400 | < th | dose dependent | rect. | 19 | 20 |
84 | 264.68 | radiation | 1 | 14400 | < th | dose dependent | no | NA | NA |
87 | 264.68 | radiation | 1 | 14400 | < th | dose dependent | rect. | 1 | 23 |
89 | 264.68 | radiation | 1 | 14400 | < th | dose dependent | rect. | 22 | 23 |
122 | 264.72 | radiation | 1 | 14400 | < th | dose dependent | rect. | 13 | 23 |
140 | 264.77 | radiation | 1 | 14400 | < th | dose dependent | rect. | 11 | 23 |
156 | 264.86 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 16 | 1 |
209 | 265.28 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 3 |
210 | 265.28 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 5 |
258 | 265.54 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 1 |
301 | 265.73 | radiation | 1 | 14400 | < th | dose dependent | sin | 10 | NA |
333 | 265.99 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 5 |
420 | 266.63 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 3 |
428 | 266.69 | temperature | 10 | 14400 | > th | dose dependent | rect. | 2 | 1 |
431 | 266.71 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 15 |
443 | 266.78 | temperature | 30 | 14400 | < th | dose dependent | rect. | 2 | 1 |
450 | 266.81 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 21 |
457 | 266.87 | humidity | 80 | 43200 | > th | dose independent | rect. | 14 | 1 |
469 | 266.95 | humidity | 90 | 43200 | < th | dose independent | sin | 18 | NA |
496 | 267.18 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 1 |
582 | 267.70 | radiation | 1 | 14400 | > th | dose independent | rect. | 7 | 12 |
614 | 267.84 | radiation | 1 | 14400 | < th | dose dependent | rect. | 13 | 13 |
616 | 267.85 | humidity | 90 | 43200 | > th | dose independent | sin | 18 | NA |
618 | 267.85 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 21 |
638 | 267.93 | radiation | 1 | 14400 | < th | dose dependent | rect. | 13 | 8 |
791 | 268.49 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
888 | 268.90 | radiation | 1 | 14400 | < th | dose independent | rect. | 6 | 17 |
894 | 268.91 | radiation | 1 | 14400 | < th | dose independent | rect. | 6 | 15 |
929 | 269.10 | temperature | 30 | 14400 | < th | dose dependent | rect. | 5 | 1 |
961 | 269.26 | temperature | 10 | 14400 | > th | dose dependent | rect. | 5 | 1 |