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Os08g0431300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Dihydrolipoamide S-acetyltransferase.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
73.96 | 0.404 | 10.1 | -0.826 | 0.967 | -1.37 | -1.22 | 1.01 | -0.0796 | 5.12 | 28.8 | 1921 | -- | -- |
74.05 | 0.401 | 10 | -0.587 | 0.964 | -1.3 | -1.19 | -- | -0.0335 | 5.2 | 28.73 | 1983 | -- | -- |
77.44 | 0.41 | 10.1 | -0.787 | 0.976 | -1.4 | -- | 0.948 | -0.0654 | 5.13 | 28.8 | 1984 | -- | -- |
77.55 | 0.41 | 10 | -0.589 | 0.956 | -1.3 | -- | -- | -0.0251 | 5.11 | 28.73 | 1983 | -- | -- |
108.16 | 0.484 | 10.1 | -0.887 | -- | -1.19 | -- | 1 | -0.132 | -- | 27.2 | 2703 | -- | -- |
127.09 | 0.529 | 10 | -0.241 | 0.767 | -- | -1.1 | -- | 0.136 | 4.65 | -- | -- | -- | -- |
130.11 | 0.534 | 10 | -0.236 | 0.758 | -- | -- | -- | 0.142 | 4.36 | -- | -- | -- | -- |
107.97 | 0.484 | 10.1 | -0.627 | -- | -1.16 | -- | -- | -0.0737 | -- | 27.3 | 2680 | -- | -- |
86.13 | 0.432 | 10 | -- | 0.931 | -1.18 | -- | -- | 0.0488 | 5.07 | 28.71 | 1983 | -- | -- |
160.99 | 0.593 | 10 | -0.206 | -- | -- | -- | -- | 0.162 | -- | -- | -- | -- | -- |
131.58 | 0.537 | 9.99 | -- | 0.754 | -- | -- | -- | 0.168 | 4.37 | -- | -- | -- | -- |
117.44 | 0.505 | 10 | -- | -- | -0.978 | -- | -- | 0.025 | -- | 27.3 | 2680 | -- | -- |
162.1 | 0.594 | 10 | -- | -- | -- | -- | -- | 0.185 | -- | -- | -- | -- | -- |
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 | 70.05 | radiation | 20 | 4320 | > th | dose dependent | rect. | 15 | 17 |
2 | 70.65 | radiation | 20 | 4320 | < th | dose independent | rect. | 15 | 17 |
3 | 70.66 | wind | 5 | 43200 | > th | dose dependent | rect. | 6 | 1 |
6 | 71.82 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 11 |
9 | 72.09 | wind | 5 | 43200 | < th | dose independent | rect. | 6 | 1 |
10 | 72.12 | wind | 5 | 43200 | > th | dose independent | rect. | 6 | 1 |
12 | 72.43 | humidity | 80 | 14400 | > th | dose independent | rect. | 17 | 3 |
14 | 72.83 | humidity | 80 | 14400 | > th | dose dependent | rect. | 21 | 2 |
15 | 72.91 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 12 |
22 | 73.23 | humidity | 80 | 14400 | < th | dose independent | rect. | 17 | 2 |
24 | 73.36 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 13 |
35 | 73.74 | wind | 3 | 43200 | > th | dose dependent | rect. | 5 | 5 |
51 | 74.06 | radiation | 30 | 4320 | < th | dose independent | sin | 12 | NA |
55 | 74.16 | wind | 9 | 43200 | < th | dose dependent | rect. | 7 | 3 |
71 | 74.47 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 7 |
76 | 74.50 | wind | 9 | 43200 | < th | dose dependent | rect. | 8 | 1 |
77 | 74.51 | radiation | 1 | 14400 | > th | dose independent | rect. | 4 | 2 |
105 | 74.68 | radiation | 30 | 4320 | < th | dose independent | rect. | 15 | 2 |
108 | 74.72 | radiation | 30 | 4320 | < th | dose independent | rect. | 15 | 4 |
111 | 74.73 | radiation | 30 | 4320 | < th | dose independent | rect. | 15 | 6 |
116 | 74.77 | radiation | 30 | 4320 | < th | dose independent | rect. | 15 | 9 |
118 | 74.78 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 16 |
121 | 74.81 | radiation | 30 | 4320 | < th | dose independent | rect. | 15 | 14 |
125 | 74.82 | radiation | 20 | 4320 | > th | dose independent | rect. | 15 | 17 |
137 | 74.89 | humidity | 80 | 14400 | > th | dose dependent | rect. | 18 | 6 |
145 | 75.00 | radiation | 30 | 4320 | > th | dose dependent | rect. | 15 | 2 |
226 | 75.46 | atmosphere | 1000 | 43200 | < th | dose dependent | rect. | 12 | 1 |
237 | 75.54 | radiation | 40 | 4320 | < th | dose dependent | rect. | 15 | 17 |
245 | 75.61 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 17 |
247 | 75.62 | radiation | 10 | 4320 | > th | dose dependent | rect. | 16 | 15 |
270 | 75.83 | radiation | 1 | 4320 | > th | dose dependent | rect. | 17 | 2 |
335 | 76.04 | wind | 3 | 43200 | > th | dose dependent | sin | 5 | NA |
344 | 76.11 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 1 |
347 | 76.14 | humidity | 70 | 14400 | > th | dose dependent | rect. | 18 | 1 |
403 | 76.35 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 1 |
412 | 76.39 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 1 |
437 | 76.56 | radiation | 20 | 4320 | < th | dose dependent | rect. | 17 | 2 |
438 | 76.56 | radiation | 20 | 4320 | < th | dose dependent | rect. | 17 | 4 |
439 | 76.57 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 5 |
455 | 76.62 | radiation | 20 | 4320 | < th | dose dependent | rect. | 17 | 7 |
476 | 76.68 | wind | 3 | 43200 | > th | dose independent | rect. | 7 | 4 |
481 | 76.69 | radiation | 30 | 4320 | < th | dose dependent | rect. | 16 | 14 |
512 | 76.80 | radiation | 20 | 4320 | < th | dose dependent | rect. | 17 | 12 |
528 | 76.87 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 1 |
529 | 76.87 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 8 |
531 | 76.87 | humidity | 90 | 14400 | < th | dose dependent | rect. | 18 | 1 |
545 | 76.92 | temperature | 20 | 4320 | > th | dose dependent | rect. | 9 | 2 |
558 | 76.95 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 5 |
590 | 77.07 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 18 |
594 | 77.08 | temperature | 20 | 4320 | > th | dose dependent | rect. | 7 | 4 |
615 | 77.14 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 6 |
643 | 77.18 | temperature | 10 | 14400 | > th | dose dependent | rect. | 17 | 1 |
684 | 77.30 | temperature | 20 | 4320 | > th | dose dependent | rect. | 7 | 13 |
706 | 77.35 | temperature | 20 | 1440 | > th | dose dependent | rect. | 7 | 1 |
753 | 77.47 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 7 |
768 | 77.50 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 5 |
783 | 77.53 | temperature | 20 | 4320 | > th | dose dependent | rect. | 6 | 8 |
802 | 77.58 | temperature | 20 | 4320 | > th | dose dependent | sin | 23 | NA |
804 | 77.59 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 4 |
813 | 77.61 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 2 |
819 | 77.62 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 2 |
831 | 77.63 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
907 | 77.74 | humidity | 80 | 14400 | > th | dose dependent | sin | 15 | NA |
911 | 77.75 | radiation | 1 | 14400 | > th | dose independent | rect. | 17 | 2 |
981 | 77.86 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 1 |
982 | 77.86 | radiation | 30 | 1440 | > th | dose independent | rect. | 15 | 2 |