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Os01g0742000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : tRNA/rRNA methyltransferase, SpoU domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
141.21 | 0.558 | 9.39 | 2.24 | 3.6 | -0.559 | -0.133 | 0.13 | 0.122 | 18.6 | 20.9 | 20 | -- | -- |
140.75 | 0.557 | 9.39 | 2.22 | 3.59 | -0.567 | -0.0966 | -- | 0.119 | 18.6 | 21 | 16 | -- | -- |
141.25 | 0.554 | 9.39 | 2.24 | 3.6 | -0.56 | -- | 0.122 | 0.121 | 18.6 | 20.9 | 20 | -- | -- |
140.78 | 0.556 | 9.39 | 2.22 | 3.59 | -0.568 | -- | -- | 0.119 | 18.6 | 21.01 | 16 | -- | -- |
814.41 | 1.34 | 9.32 | 2.13 | -- | -0.428 | -- | 0.133 | 0.0193 | -- | 20.9 | 20 | -- | -- |
156.22 | 0.586 | 9.42 | 2.08 | 3.57 | -- | -0.137 | -- | -0.00722 | 18.8 | -- | -- | -- | -- |
156.27 | 0.585 | 9.42 | 2.08 | 3.57 | -- | -- | -- | -0.00759 | 18.8 | -- | -- | -- | -- |
813 | 1.33 | 9.32 | 2.11 | -- | -0.457 | -- | -- | 0.0217 | -- | 21.1 | 18 | -- | -- |
266.58 | 0.765 | 9.46 | -- | 3.56 | -0.272 | -- | -- | -0.186 | 18.7 | 21.01 | 16 | -- | -- |
824.17 | 1.34 | 9.35 | 2 | -- | -- | -- | -- | -0.0775 | -- | -- | -- | -- | -- |
270.25 | 0.769 | 9.47 | -- | 3.55 | -- | -- | -- | -0.239 | 18.8 | -- | -- | -- | -- |
555.92 | 1.1 | 9.51 | -- | -- | 2.45 | -- | -- | -0.812 | -- | 26.6 | 392 | -- | -- |
929.58 | 1.42 | 9.4 | -- | -- | -- | -- | -- | -0.299 | -- | -- | -- | -- | -- |
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 | 128.91 | temperature | 25 | 10 | < th | dose dependent | rect. | 23 | 9 |
22 | 130.15 | temperature | 30 | 270 | < th | dose dependent | rect. | 21 | 6 |
25 | 130.31 | temperature | 15 | 270 | > th | dose dependent | rect. | 7 | 8 |
34 | 131.51 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 4 |
35 | 131.56 | temperature | 20 | 30 | > th | dose independent | rect. | 17 | 16 |
55 | 132.53 | temperature | 25 | 10 | < th | dose dependent | sin | 10 | NA |
56 | 132.54 | temperature | 20 | 30 | < th | dose independent | rect. | 23 | 11 |
79 | 132.90 | temperature | 25 | 10 | < th | dose dependent | rect. | 20 | 12 |
108 | 133.43 | temperature | 20 | 30 | < th | dose independent | rect. | 23 | 9 |
132 | 133.71 | temperature | 20 | 10 | < th | dose independent | rect. | 23 | 7 |
163 | 133.96 | temperature | 10 | 270 | > th | dose dependent | rect. | 17 | 14 |
169 | 134.03 | temperature | 25 | 10 | < th | dose dependent | rect. | 18 | 14 |
174 | 134.07 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 5 |
183 | 134.13 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 2 |
186 | 134.15 | temperature | 25 | 270 | > th | dose independent | rect. | 8 | 6 |
194 | 134.27 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 7 |
197 | 134.29 | temperature | 20 | 30 | < th | dose independent | rect. | 17 | 17 |
211 | 134.40 | temperature | 20 | 30 | < th | dose independent | sin | 11 | NA |
214 | 134.41 | temperature | 20 | 30 | > th | dose independent | sin | 10 | NA |
242 | 134.73 | temperature | 20 | 30 | < th | dose independent | rect. | 20 | 14 |
293 | 135.13 | temperature | 20 | 30 | < th | dose independent | rect. | 14 | 20 |
396 | 135.75 | temperature | 20 | 30 | < th | dose independent | rect. | 17 | 13 |
405 | 135.83 | temperature | 20 | 10 | < th | dose independent | rect. | 23 | 5 |
572 | 136.52 | temperature | 20 | 10 | > th | dose dependent | rect. | 20 | 13 |
622 | 136.69 | temperature | 10 | 10 | > th | dose dependent | sin | 10 | NA |
834 | 137.27 | temperature | 25 | 720 | > th | dose independent | rect. | 19 | 3 |
894 | 137.43 | temperature | 25 | 90 | > th | dose dependent | sin | 2 | NA |
906 | 137.46 | wind | 5 | 270 | < th | dose independent | rect. | 7 | 8 |
980 | 137.66 | wind | 9 | 270 | < th | dose dependent | rect. | 7 | 10 |