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Os11g0616100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Serine/threonine-protein kinase mos (EC 2.7.1.37) (Oocyte maturation factor mos) (Fragment).
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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 = humidity,
response mode = < th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
183.51 | 0.636 | 2.95 | -0.263 | 0.225 | 8.07 | -0.286 | -16.7 | -0.0308 | 15.8 | 79.71 | 88 | 1.93 | 1.03 |
189.09 | 0.64 | 2.92 | -0.198 | 0.276 | 5.79 | -0.353 | -- | 0.0553 | 14.9 | 80 | 114 | 1.75 | 1.2 |
183.7 | 0.631 | 2.95 | -0.269 | 0.225 | 8 | -- | -16.4 | -0.0325 | 15.9 | 79.76 | 87 | 1.91 | 1.03 |
185.13 | 0.634 | 2.93 | -0.153 | 0.224 | 4.62 | -- | -- | -0.0114 | 14.7 | 80.9 | 118 | 1.88 | 1.25 |
186.43 | 0.636 | 2.95 | -0.278 | -- | 7.77 | -- | -16 | -0.0392 | -- | 79.69 | 86 | 1.9 | 1.07 |
221.61 | 0.698 | 2.95 | -0.252 | 0.136 | -- | -0.123 | -- | -0.0658 | 15.7 | -- | -- | -- | -- |
221.66 | 0.697 | 2.95 | -0.254 | 0.136 | -- | -- | -- | -0.0665 | 15.9 | -- | -- | -- | -- |
187.3 | 0.637 | 2.94 | -0.217 | -- | 4.23 | -- | -- | -0.0389 | -- | 80.4 | 120 | 1.87 | 1.15 |
185.86 | 0.635 | 2.94 | -- | 0.228 | 4.47 | -- | -- | -0.00979 | 15.9 | 80.79 | 126 | 1.87 | 1.25 |
222.68 | 0.697 | 2.95 | -0.26 | -- | -- | -- | -- | -0.0701 | -- | -- | -- | -- | -- |
223.36 | 0.699 | 2.94 | -- | 0.141 | -- | -- | -- | -0.0381 | 15.8 | -- | -- | -- | -- |
188.54 | 0.64 | 2.94 | -- | -- | 4.25 | -- | -- | -0.0148 | -- | 80.91 | 118 | 1.87 | 1.16 |
224.46 | 0.699 | 2.94 | -- | -- | -- | -- | -- | -0.0413 | -- | -- | -- | -- | -- |
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 | 184.63 | humidity | 80 | 90 | < th | dose dependent | rect. | 2 | 1 |
2 | 184.68 | humidity | 80 | 90 | < th | dose independent | rect. | 2 | 1 |
5 | 185.04 | humidity | 90 | 10 | < th | dose dependent | rect. | 3 | 1 |
8 | 186.15 | humidity | 90 | 10 | < th | dose independent | rect. | 2 | 2 |
63 | 202.83 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 3 | 1 |
80 | 204.45 | temperature | 20 | 270 | < th | dose independent | rect. | 24 | 4 |
91 | 205.06 | temperature | 20 | 30 | < th | dose dependent | rect. | 1 | 9 |
113 | 205.35 | temperature | 20 | 30 | < th | dose dependent | rect. | 1 | 5 |
120 | 205.52 | temperature | 20 | 270 | < th | dose dependent | rect. | 24 | 1 |
180 | 207.01 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 6 |
200 | 207.33 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 8 |
311 | 208.50 | temperature | 20 | 90 | < th | dose dependent | rect. | 1 | 19 |
368 | 208.97 | wind | 3 | 90 | < th | dose dependent | rect. | 19 | 1 |
414 | 209.40 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 18 |
431 | 209.57 | wind | 1 | 90 | < th | dose dependent | rect. | 8 | 8 |
563 | 210.38 | humidity | 80 | 1440 | > th | dose independent | rect. | 24 | 3 |
572 | 210.42 | temperature | 20 | 90 | < th | dose dependent | sin | 3 | NA |
595 | 210.55 | wind | 3 | 10 | > th | dose dependent | rect. | 3 | 1 |
630 | 210.68 | wind | 1 | 90 | < th | dose dependent | rect. | 8 | 15 |
694 | 210.91 | humidity | 80 | 30 | > th | dose dependent | rect. | 8 | 2 |
737 | 211.14 | temperature | 20 | 90 | > th | dose independent | sin | 5 | NA |
782 | 211.30 | wind | 1 | 90 | < th | dose dependent | rect. | 8 | 5 |
811 | 211.45 | temperature | 20 | 90 | < th | dose independent | sin | 5 | NA |
839 | 211.61 | temperature | 20 | 90 | > th | dose independent | rect. | 22 | 15 |
852 | 211.66 | temperature | 20 | 270 | > th | dose independent | rect. | 20 | 13 |
870 | 211.71 | humidity | 80 | 1440 | > th | dose independent | rect. | 3 | 1 |
916 | 211.88 | wind | 3 | 90 | < th | dose independent | rect. | 18 | 1 |
962 | 212.10 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 1 |
1000 | 212.23 | humidity | 80 | 10 | > th | dose independent | rect. | 10 | 1 |