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Os10g0410600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Phosphoprotein phosphatase 2A isoform 4.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.97 | 0.188 | 9.45 | 0.0238 | 0.199 | -0.434 | -0.388 | 0.258 | 0.129 | 3.03 | 10.2 | 123 | -- | -- |
16.15 | 0.187 | 9.46 | 0.00427 | 0.189 | -0.432 | -0.472 | -- | 0.114 | 2.47 | 10.23 | 130 | -- | -- |
16.23 | 0.188 | 9.45 | 0.0209 | 0.2 | -0.435 | -- | 0.479 | 0.128 | 3.02 | 10.22 | 122 | -- | -- |
17.37 | 0.194 | 9.45 | 0.0332 | 0.198 | -0.428 | -- | -- | 0.12 | 2.84 | 10.18 | 130 | -- | -- |
17.03 | 0.192 | 9.44 | 0.0537 | -- | -0.573 | -- | 0.453 | 0.155 | -- | 10.19 | 164 | -- | -- |
20.89 | 0.214 | 9.47 | -0.0444 | 0.601 | -- | -0.463 | -- | 0.0941 | 1.7 | -- | -- | -- | -- |
21.73 | 0.218 | 9.46 | -0.0294 | 0.6 | -- | -- | -- | 0.0969 | 1.66 | -- | -- | -- | -- |
18.06 | 0.198 | 9.45 | 0.0559 | -- | -0.567 | -- | -- | 0.143 | -- | 10.19 | 164 | -- | -- |
17.39 | 0.194 | 9.46 | -- | 0.204 | -0.421 | -- | -- | 0.12 | 2.79 | 10.27 | 129 | -- | -- |
43.69 | 0.309 | 9.46 | -0.00512 | -- | -- | -- | -- | 0.11 | -- | -- | -- | -- | -- |
21.75 | 0.218 | 9.46 | -- | 0.6 | -- | -- | -- | 0.1 | 1.66 | -- | -- | -- | -- |
18.14 | 0.198 | 9.45 | -- | -- | -0.553 | -- | -- | 0.134 | -- | 10.01 | 164 | -- | -- |
43.7 | 0.309 | 9.46 | -- | -- | -- | -- | -- | 0.111 | -- | -- | -- | -- | -- |
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 | 15.98 | humidity | 60 | 10 | > th | dose dependent | sin | 0 | NA |
2 | 16.01 | radiation | 10 | 90 | > th | dose independent | sin | 1 | NA |
4 | 16.03 | radiation | 10 | 270 | > th | dose independent | sin | 4 | NA |
10 | 16.14 | radiation | 20 | 90 | < th | dose dependent | sin | 0 | NA |
15 | 16.21 | radiation | 10 | 90 | > th | dose independent | rect. | 17 | 23 |
16 | 16.22 | radiation | 30 | 90 | < th | dose dependent | rect. | 11 | 23 |
19 | 16.26 | radiation | 10 | 270 | > th | dose independent | rect. | 17 | 21 |
24 | 16.32 | radiation | 10 | 270 | > th | dose independent | rect. | 6 | 9 |
57 | 16.38 | radiation | 10 | 90 | > th | dose independent | rect. | 7 | 11 |
70 | 16.38 | humidity | 60 | 10 | > th | dose dependent | rect. | 24 | 23 |
72 | 16.39 | humidity | 60 | 90 | > th | dose dependent | rect. | 24 | 23 |
94 | 16.46 | radiation | 10 | 90 | > th | dose independent | no | NA | NA |
174 | 16.47 | humidity | 60 | 10 | > th | dose dependent | rect. | 5 | 15 |
191 | 16.50 | humidity | 60 | 270 | > th | dose dependent | rect. | 24 | 19 |
193 | 16.51 | radiation | 20 | 270 | < th | dose dependent | sin | 4 | NA |
215 | 16.58 | radiation | 20 | 270 | < th | dose dependent | rect. | 21 | 22 |
244 | 16.65 | radiation | 20 | 90 | < th | dose dependent | no | NA | NA |
247 | 16.65 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 16 |
253 | 16.66 | humidity | 60 | 90 | > th | dose dependent | rect. | 3 | 16 |
258 | 16.67 | radiation | 20 | 270 | < th | dose dependent | rect. | 1 | 14 |
260 | 16.68 | radiation | 20 | 270 | < th | dose dependent | rect. | 1 | 16 |
263 | 16.70 | humidity | 70 | 90 | > th | dose independent | rect. | 3 | 16 |
300 | 16.73 | radiation | 20 | 90 | < th | dose dependent | rect. | 15 | 23 |
303 | 16.74 | temperature | 30 | 10 | < th | dose dependent | rect. | 5 | 15 |
311 | 16.75 | radiation | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
335 | 16.79 | radiation | 20 | 90 | < th | dose dependent | rect. | 5 | 14 |
359 | 16.82 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 18 |
396 | 16.85 | humidity | 90 | 10 | < th | dose dependent | sin | 1 | NA |
423 | 16.87 | radiation | 30 | 90 | < th | dose dependent | rect. | 24 | 23 |
483 | 16.93 | humidity | 90 | 270 | < th | dose dependent | rect. | 19 | 19 |
486 | 16.93 | humidity | 60 | 10 | > th | dose dependent | rect. | 13 | 23 |
497 | 16.95 | humidity | 90 | 10 | < th | dose dependent | rect. | 7 | 9 |
501 | 16.95 | humidity | 60 | 10 | > th | dose dependent | rect. | 3 | 17 |
512 | 16.96 | radiation | 10 | 10 | > th | dose independent | sin | 0 | NA |
530 | 16.97 | humidity | 90 | 10 | < th | dose dependent | rect. | 23 | 17 |
569 | 17.00 | radiation | 1 | 90 | > th | dose dependent | rect. | 7 | 11 |
604 | 17.01 | temperature | 20 | 10 | > th | dose dependent | sin | 1 | NA |
636 | 17.02 | humidity | 60 | 10 | > th | dose dependent | rect. | 11 | 23 |
638 | 17.03 | humidity | 80 | 270 | > th | dose independent | rect. | 24 | 15 |
647 | 17.03 | humidity | 90 | 10 | < th | dose dependent | rect. | 21 | 19 |
661 | 17.05 | radiation | 1 | 90 | > th | dose dependent | no | NA | NA |
758 | 17.07 | humidity | 60 | 10 | > th | dose dependent | rect. | 3 | 20 |
769 | 17.08 | radiation | 10 | 270 | < th | dose independent | rect. | 1 | 17 |
786 | 17.09 | radiation | 10 | 90 | < th | dose independent | sin | 0 | NA |
794 | 17.09 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 9 |
801 | 17.09 | humidity | 60 | 10 | > th | dose dependent | rect. | 9 | 23 |
802 | 17.10 | temperature | 30 | 270 | < th | dose independent | rect. | 2 | 16 |
808 | 17.10 | humidity | 60 | 10 | > th | dose dependent | no | NA | NA |
824 | 17.11 | humidity | 80 | 90 | < th | dose independent | rect. | 8 | 8 |
880 | 17.13 | radiation | 20 | 10 | < th | dose dependent | rect. | 5 | 18 |
888 | 17.13 | humidity | 60 | 10 | > th | dose dependent | rect. | 15 | 23 |
919 | 17.15 | radiation | 40 | 270 | < th | dose independent | rect. | 9 | 22 |
921 | 17.15 | radiation | 10 | 10 | > th | dose independent | rect. | 17 | 23 |
923 | 17.15 | humidity | 90 | 10 | < th | dose dependent | rect. | 4 | 12 |
962 | 17.16 | radiation | 1 | 90 | > th | dose dependent | rect. | 17 | 23 |
984 | 17.17 | radiation | 1 | 90 | > th | dose dependent | sin | 1 | NA |
996 | 17.17 | radiation | 20 | 10 | < th | dose dependent | rect. | 5 | 16 |