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Os07g0571600 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
155.32 | 0.586 | 9.12 | -2.1 | 2.19 | 1.46 | 2.65 | 0.803 | -1.61 | 9.75 | 10.47 | 1435 | -- | -- |
156.66 | 0.583 | 9.11 | -2.16 | 2.17 | 1.44 | 2.6 | -- | -1.62 | 9.74 | 10.46 | 1435 | -- | -- |
181.58 | 0.628 | 9.13 | -1.99 | 2.15 | 1.44 | -- | 0.78 | -1.62 | 9.83 | 10.47 | 1445 | -- | -- |
182.22 | 0.629 | 9.13 | -2.11 | 2.16 | 1.44 | -- | -- | -1.64 | 9.88 | 10.36 | 1438 | -- | -- |
307.06 | 0.821 | 9.11 | -1.65 | -- | 1.32 | -- | 1.11 | -1.28 | -- | 2.37 | 1589 | -- | -- |
220.67 | 0.696 | 9.04 | -1.76 | 2.14 | -- | 2.49 | -- | -1.23 | 9.6 | -- | -- | -- | -- |
243.28 | 0.73 | 9.04 | -1.66 | 2.12 | -- | -- | -- | -1.22 | 9.78 | -- | -- | -- | -- |
315.14 | 0.83 | 9.11 | -1.65 | -- | 1.32 | -- | -- | -1.28 | -- | 2.37 | 1589 | -- | -- |
266.71 | 0.761 | 9.04 | -- | 2.44 | 1.08 | -- | -- | -1.23 | 10 | 19.99 | 2761 | -- | -- |
511.71 | 1.06 | 9.1 | -1.68 | -- | -- | -- | -- | -1.22 | -- | -- | -- | -- | -- |
316.05 | 0.832 | 9 | -- | 2.13 | -- | -- | -- | -1.03 | 9.84 | -- | -- | -- | -- |
383.94 | 0.916 | 9.06 | -- | -- | 1.36 | -- | -- | -1.04 | -- | 4.84 | 1605 | -- | -- |
586.39 | 1.13 | 9.05 | -- | -- | -- | -- | -- | -1.03 | -- | -- | -- | -- | -- |
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 | 153.85 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 23 |
3 | 154.69 | radiation | 10 | 1440 | > th | dose independent | sin | 4 | NA |
6 | 154.84 | radiation | 10 | 1440 | > th | dose independent | rect. | 13 | 23 |
13 | 155.38 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 23 |
16 | 155.64 | radiation | 10 | 1440 | > th | dose independent | rect. | 6 | 11 |
29 | 155.67 | radiation | 10 | 1440 | > th | dose independent | no | NA | NA |
112 | 155.99 | radiation | 10 | 1440 | > th | dose independent | rect. | 6 | 8 |
162 | 157.11 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 23 |
163 | 157.19 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 23 |
167 | 157.34 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 23 |
171 | 157.43 | radiation | 20 | 1440 | < th | dose dependent | rect. | 6 | 12 |
175 | 157.50 | radiation | 20 | 1440 | < th | dose dependent | rect. | 6 | 22 |
181 | 157.52 | radiation | 20 | 1440 | < th | dose dependent | rect. | 6 | 19 |
186 | 157.57 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 16 |
190 | 157.57 | radiation | 20 | 1440 | < th | dose dependent | rect. | 24 | 18 |
216 | 157.59 | radiation | 20 | 1440 | < th | dose dependent | rect. | 19 | 23 |
238 | 157.66 | radiation | 20 | 1440 | < th | dose dependent | no | NA | NA |
322 | 158.24 | radiation | 20 | 1440 | < th | dose dependent | sin | 1 | NA |
385 | 158.78 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 21 |
741 | 160.04 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 11 |
743 | 160.04 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 14 |
744 | 160.04 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 18 |
746 | 160.04 | radiation | 1 | 1440 | > th | dose dependent | rect. | 13 | 21 |
748 | 160.05 | humidity | 70 | 1440 | > th | dose independent | rect. | 9 | 16 |
793 | 160.24 | humidity | 60 | 1440 | > th | dose dependent | rect. | 11 | 3 |
951 | 160.63 | radiation | 10 | 1440 | > th | dose independent | sin | 12 | NA |