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Os04g0604900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Xyloglucan endotransglycosylase (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 = radiation,
response mode = > th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
222.01 | 0.7 | 3.03 | -0.415 | 0.216 | 2.08 | -0.72 | -7.61 | -0.0444 | 7.38 | 7.844 | 83 | 7.25 | 0.516 |
228.84 | 0.705 | 3.03 | -0.345 | 0.282 | 4.94 | -1.13 | -- | -0.0221 | 7.16 | 25.68 | 44 | 7.38 | 1.9 |
223.32 | 0.696 | 3.03 | -0.428 | 0.213 | 2.09 | -- | -8.07 | -0.0421 | 7.57 | 7.667 | 83 | 7.24 | 0.513 |
232.16 | 0.71 | 3.03 | -0.348 | 0.251 | 5.23 | -- | -- | -0.00785 | 7.41 | 25.73 | 44 | 7.38 | 1.88 |
225.58 | 0.7 | 3.04 | -0.433 | -- | 2.2 | -- | -7.99 | -0.0393 | -- | 7.237 | 84 | 7.25 | 0.517 |
257.77 | 0.753 | 3.03 | -0.418 | 0.356 | -- | -1.41 | -- | -0.0571 | 7.35 | -- | -- | -- | -- |
263.12 | 0.76 | 3.03 | -0.448 | 0.353 | -- | -- | -- | -0.0538 | 7.68 | -- | -- | -- | -- |
235.24 | 0.714 | 3.03 | -0.356 | -- | 5.44 | -- | -- | -0.00292 | -- | 25.62 | 44 | 7.4 | 1.88 |
235.89 | 0.715 | 3.03 | -- | 0.252 | 5.31 | -- | -- | -0.0064 | 7.47 | 25.73 | 44 | 7.38 | 1.88 |
269.86 | 0.768 | 3.04 | -0.443 | -- | -- | -- | -- | -0.0486 | -- | -- | -- | -- | -- |
268.42 | 0.766 | 3.02 | -- | 0.35 | -- | -- | -- | -0.00388 | 7.77 | -- | -- | -- | -- |
238.78 | 0.72 | 3.02 | -- | -- | 5.48 | -- | -- | 0.0237 | -- | 25.73 | 44 | 7.38 | 1.89 |
275.04 | 0.774 | 3.03 | -- | -- | -- | -- | -- | 0.00059 | -- | -- | -- | -- | -- |
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 | 224.55 | temperature | 15.0 | 90 | > th | dose independent | rect. | 8 | 23 |
2 | 225.94 | radiation | 10.0 | 90 | > th | dose dependent | rect. | 7 | 1 |
20 | 228.90 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 17 | 16 |
35 | 228.97 | temperature | 20.0 | 90 | > th | dose independent | rect. | 7 | 1 |
82 | 230.23 | radiation | 30.0 | 90 | > th | dose independent | rect. | 7 | 1 |
99 | 230.33 | humidity | 70.0 | 10 | < th | dose independent | rect. | 7 | 1 |
159 | 230.33 | humidity | 70.0 | 10 | < th | dose dependent | rect. | 7 | 1 |
346 | 231.56 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 22 |
553 | 232.59 | temperature | 25.0 | 10 | < th | dose independent | rect. | 7 | 1 |
663 | 233.14 | humidity | 60.0 | 90 | < th | dose dependent | rect. | 9 | 1 |
718 | 233.78 | humidity | 60.0 | 90 | < th | dose independent | rect. | 9 | 1 |
741 | 234.04 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 7 | 1 |
777 | 235.21 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 23 |
843 | 236.50 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 7 | 2 |
864 | 237.05 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 22 |
866 | 237.16 | wind | 3.0 | 30 | > th | dose independent | rect. | 7 | 2 |
870 | 237.26 | wind | 1.0 | 10 | > th | dose dependent | rect. | 7 | 2 |
887 | 237.40 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 23 |
888 | 237.40 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 23 |
889 | 237.46 | wind | 1.0 | 90 | > th | dose dependent | rect. | 7 | 1 |
890 | 237.50 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 1 |
891 | 237.50 | temperature | 10.0 | 90 | > th | dose independent | rect. | 7 | 1 |
894 | 237.50 | humidity | 50.0 | 90 | > th | dose independent | rect. | 7 | 1 |
896 | 237.50 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 1 |
897 | 237.50 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 7 | 1 |
902 | 237.55 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 7 | 1 |
903 | 237.55 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 7 | 1 |
915 | 237.79 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 9 | 22 |
919 | 237.90 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 23 |
931 | 238.07 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 7 | 1 |
957 | 238.47 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 7 | 2 |
973 | 238.74 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 23 |
974 | 238.76 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 2 |
977 | 238.76 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 8 | 2 |
980 | 238.76 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 8 | 2 |
981 | 238.76 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 22 |