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Os01g0945600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Amino acid/polyamine transporter I family protein.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
400.47 | 0.94 | 5.84 | 5.16 | 1.15 | -3.3 | 0.541 | -2.12 | 1.14 | 13.3 | 16.56 | 242 | -- | -- |
402.24 | 0.934 | 5.79 | 5.51 | 1.16 | -3.18 | 0.355 | -- | 1.24 | 13.3 | 18.05 | 242 | -- | -- |
400.65 | 0.932 | 5.82 | 5.32 | 1.13 | -3.15 | -- | -1.1 | 1.21 | 13.4 | 17.9 | 264 | -- | -- |
401.87 | 0.934 | 5.8 | 5.51 | 1.1 | -3.11 | -- | -- | 1.24 | 13.5 | 18.01 | 279 | -- | -- |
403.43 | 0.935 | 5.83 | 5.41 | -- | -2.85 | -- | -0.719 | 1.2 | -- | 18.79 | 745 | -- | -- |
544.26 | 1.09 | 5.9 | 4.73 | 0.914 | -- | 0.956 | -- | 0.716 | 8.95 | -- | -- | -- | -- |
547.26 | 1.1 | 5.9 | 4.76 | 0.908 | -- | -- | -- | 0.717 | 9.15 | -- | -- | -- | -- |
404.15 | 0.936 | 5.81 | 5.55 | -- | -2.83 | -- | -- | 1.24 | -- | 19.08 | 751 | -- | -- |
1117.07 | 1.56 | 6.02 | -- | 0.74 | -1.13 | -- | -- | 0.173 | 10.2 | 27.86 | 455 | -- | -- |
594.94 | 1.14 | 5.93 | 4.76 | -- | -- | -- | -- | 0.722 | -- | -- | -- | -- | -- |
1145.08 | 1.58 | 6.02 | -- | 0.915 | -- | -- | -- | 0.187 | 8.76 | -- | -- | -- | -- |
1134.86 | 1.57 | 6.06 | -- | -- | -1.48 | -- | -- | 0.143 | -- | 27.42 | 696 | -- | -- |
1192.6 | 1.61 | 6.05 | -- | -- | -- | -- | -- | 0.194 | -- | -- | -- | -- | -- |
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 | 389.68 | temperature | 15 | 90 | > th | dose dependent | rect. | 7 | 23 |
2 | 391.27 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 22 |
3 | 391.89 | temperature | 10 | 720 | > th | dose dependent | rect. | 7 | 20 |
10 | 393.75 | temperature | 20 | 720 | > th | dose dependent | rect. | 21 | 22 |
40 | 397.80 | temperature | 10 | 720 | > th | dose dependent | rect. | 6 | 13 |
50 | 398.46 | humidity | 50 | 14400 | < th | dose dependent | rect. | 16 | 2 |
69 | 398.62 | temperature | 20 | 270 | > th | dose dependent | rect. | 12 | 23 |
95 | 399.78 | radiation | 10 | 4320 | > th | dose dependent | rect. | 16 | 15 |
100 | 399.93 | humidity | 50 | 14400 | > th | dose independent | rect. | 17 | 16 |
104 | 400.17 | temperature | 10 | 720 | > th | dose dependent | rect. | 14 | 21 |
106 | 400.24 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 10 |
125 | 401.00 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 10 |
126 | 401.07 | temperature | 15 | 270 | > th | dose dependent | no | NA | NA |
144 | 401.58 | temperature | 20 | 1440 | > th | dose dependent | rect. | 7 | 1 |
147 | 401.66 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 10 |
150 | 401.91 | humidity | 50 | 14400 | > th | dose independent | rect. | 17 | 7 |
161 | 402.12 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 3 |
171 | 402.26 | temperature | 30 | 720 | < th | dose dependent | rect. | 4 | 19 |
227 | 403.14 | temperature | 30 | 270 | < th | dose dependent | rect. | 9 | 23 |
230 | 403.17 | temperature | 30 | 1440 | < th | dose dependent | rect. | 6 | 3 |
250 | 403.55 | temperature | 30 | 1440 | < th | dose dependent | rect. | 7 | 1 |
285 | 403.93 | temperature | 20 | 1440 | > th | dose dependent | rect. | 23 | 14 |
296 | 404.00 | radiation | 10 | 14400 | > th | dose dependent | rect. | 17 | 1 |
336 | 404.34 | temperature | 20 | 1440 | > th | dose dependent | sin | 6 | NA |
434 | 405.13 | temperature | 10 | 1440 | > th | dose dependent | rect. | 23 | 14 |
597 | 405.80 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 18 |
633 | 405.91 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 17 |
802 | 406.50 | temperature | 15 | 1440 | > th | dose dependent | rect. | 16 | 10 |
815 | 406.55 | humidity | 50 | 14400 | < th | dose independent | rect. | 16 | 1 |
906 | 406.89 | radiation | 10 | 4320 | < th | dose independent | rect. | 16 | 15 |
925 | 406.97 | temperature | 30 | 4320 | < th | dose dependent | rect. | 21 | 1 |
982 | 407.20 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 1 |