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Os12g0163700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Actin 7 (Actin 2).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
218.6 | 0.695 | 6.82 | 6.33 | 0.336 | 250 | -1.52 | 520 | -0.299 | 15.2 | 15 | 4443 | -- | -- |
243.75 | 0.733 | 3.29 | -1.71 | 0.32 | 2.23 | -1.51 | -- | -0.432 | 15.6 | 14.78 | 3911 | -- | -- |
225.28 | 0.699 | 6.82 | 6.31 | 0.323 | 251 | -- | 520 | -0.304 | 14.2 | 15 | 4322 | -- | -- |
231.77 | 0.709 | 3.23 | -1.02 | 0.263 | 1.57 | -- | -- | -0.144 | 15.5 | 21.89 | 5308 | -- | -- |
231.49 | 0.709 | 6.82 | 6.32 | -- | 251 | -- | 521 | -0.299 | -- | 15 | 4298 | -- | -- |
253.07 | 0.746 | 3.3 | -1.81 | 0.286 | -- | -1.41 | -- | -0.456 | 16.1 | -- | -- | -- | -- |
258.03 | 0.752 | 3.3 | -1.82 | 0.289 | -- | -- | -- | -0.464 | 14.6 | -- | -- | -- | -- |
235.28 | 0.714 | 3.23 | -1.02 | -- | 1.61 | -- | -- | -0.14 | -- | 21.95 | 5325 | -- | -- |
236.91 | 0.717 | 3.18 | -- | 0.261 | 2.03 | -- | -- | 0.0754 | 14.7 | 21.16 | 12424 | -- | -- |
262.91 | 0.758 | 3.3 | -1.84 | -- | -- | -- | -- | -0.471 | -- | -- | -- | -- | -- |
345.71 | 0.87 | 3.26 | -- | 0.325 | -- | -- | -- | -0.261 | 14.7 | -- | -- | -- | -- |
241.07 | 0.723 | 3.18 | -- | -- | 2.08 | -- | -- | 0.0899 | -- | 21.3 | 12437 | -- | -- |
351.86 | 0.876 | 3.26 | -- | -- | -- | -- | -- | -0.267 | -- | -- | -- | -- | -- |
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 | 212.63 | temperature | 15 | 4320 | < th | dose dependent | rect. | 23 | 5 |
3 | 213.20 | temperature | 15 | 4320 | < th | dose dependent | rect. | 24 | 3 |
36 | 215.25 | temperature | 15 | 4320 | < th | dose dependent | sin | 9 | NA |
92 | 216.79 | temperature | 20 | 4320 | > th | dose independent | rect. | 19 | 1 |
123 | 217.28 | temperature | 20 | 4320 | < th | dose independent | rect. | 19 | 1 |
162 | 217.72 | temperature | 15 | 4320 | > th | dose independent | rect. | 2 | 4 |
163 | 217.72 | temperature | 15 | 4320 | < th | dose independent | rect. | 2 | 4 |
222 | 218.70 | temperature | 15 | 4320 | < th | dose dependent | no | NA | NA |
235 | 218.80 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 5 |
285 | 219.36 | temperature | 15 | 4320 | < th | dose dependent | rect. | 4 | 23 |
361 | 220.12 | temperature | 20 | 4320 | > th | dose independent | sin | 15 | NA |
372 | 220.22 | temperature | 20 | 4320 | < th | dose independent | sin | 15 | NA |
482 | 220.98 | temperature | 15 | 4320 | < th | dose independent | sin | 9 | NA |
485 | 221.01 | temperature | 15 | 4320 | > th | dose independent | sin | 10 | NA |
879 | 222.94 | temperature | 15 | 4320 | < th | dose independent | rect. | 23 | 18 |
880 | 222.94 | radiation | 20 | 1440 | > th | dose dependent | rect. | 16 | 15 |
891 | 223.01 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 2 |
897 | 223.04 | temperature | 20 | 4320 | < th | dose independent | no | NA | NA |
911 | 223.08 | temperature | 20 | 4320 | > th | dose independent | no | NA | NA |
920 | 223.10 | temperature | 20 | 4320 | > th | dose independent | rect. | 5 | 23 |
962 | 223.23 | temperature | 20 | 4320 | < th | dose independent | rect. | 22 | 23 |
975 | 223.26 | temperature | 20 | 4320 | > th | dose independent | rect. | 24 | 23 |
976 | 223.26 | temperature | 20 | 4320 | < th | dose independent | rect. | 1 | 23 |
988 | 223.28 | temperature | 20 | 4320 | > th | dose independent | rect. | 22 | 23 |