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Os02g0248200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
283.05 | 0.79 | 5.11 | 0.221 | 3.79 | -1.87 | -0.0148 | 1.19 | -0.348 | 12.5 | 1 | 4 | -- | -- |
284.08 | 0.785 | 5.14 | -0.000581 | 3.83 | -1.89 | 0.25 | -- | -0.397 | 12.5 | -5.702 | 252 | -- | -- |
283.07 | 0.784 | 5.12 | 0.209 | 3.8 | -1.87 | -- | 1.1 | -0.358 | 12.5 | -7.136 | 263 | -- | -- |
284.01 | 0.785 | 5.14 | 0.0385 | 3.8 | -1.85 | -- | -- | -0.397 | 12.5 | -5.412 | 258 | -- | -- |
900.49 | 1.4 | 5.1 | 0.766 | -- | -3.77 | -- | 1.06 | -0.0548 | -- | 5.631 | 899 | -- | -- |
320 | 0.839 | 5.19 | -0.359 | 3.58 | -- | -0.00771 | -- | -0.66 | 12 | -- | -- | -- | -- |
320 | 0.838 | 5.19 | -0.359 | 3.58 | -- | -- | -- | -0.66 | 12 | -- | -- | -- | -- |
900.67 | 1.4 | 5.13 | 0.538 | -- | -3.56 | -- | -- | -0.109 | -- | 15.8 | 900 | -- | -- |
284.04 | 0.785 | 5.14 | -- | 3.8 | -1.83 | -- | -- | -0.404 | 12.5 | -5.573 | 258 | -- | -- |
1127.53 | 1.57 | 5.26 | -0.47 | -- | -- | -- | -- | -0.71 | -- | -- | -- | -- | -- |
323.4 | 0.841 | 5.18 | -- | 3.59 | -- | -- | -- | -0.62 | 12 | -- | -- | -- | -- |
907.65 | 1.4 | 5.15 | -- | -- | -3.31 | -- | -- | -0.197 | -- | 16.14 | 898 | -- | -- |
1133.35 | 1.57 | 5.25 | -- | -- | -- | -- | -- | -0.658 | -- | -- | -- | -- | -- |
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 | 270.22 | humidity | 70 | 30 | > th | dose dependent | rect. | 18 | 2 |
2 | 271.21 | temperature | 30 | 90 | < th | dose dependent | rect. | 18 | 1 |
5 | 273.21 | temperature | 10 | 90 | > th | dose dependent | rect. | 20 | 23 |
6 | 273.26 | temperature | 25 | 90 | < th | dose independent | rect. | 19 | 2 |
19 | 275.68 | temperature | 10 | 270 | > th | dose dependent | rect. | 6 | 23 |
25 | 276.86 | humidity | 70 | 90 | > th | dose independent | rect. | 18 | 2 |
37 | 277.96 | temperature | 30 | 90 | < th | dose dependent | rect. | 18 | 21 |
44 | 278.24 | temperature | 30 | 90 | < th | dose dependent | rect. | 18 | 19 |
53 | 278.81 | temperature | 15 | 90 | > th | dose dependent | rect. | 2 | 16 |
56 | 279.09 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 19 |
64 | 279.43 | humidity | 50 | 14400 | > th | dose independent | rect. | 19 | 2 |
65 | 279.46 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 17 |
88 | 280.36 | temperature | 30 | 30 | < th | dose dependent | rect. | 5 | 22 |
109 | 281.00 | temperature | 15 | 90 | > th | dose dependent | rect. | 1 | 23 |
113 | 281.15 | temperature | 30 | 270 | < th | dose dependent | rect. | 15 | 22 |
117 | 281.17 | radiation | 1 | 720 | < th | dose dependent | rect. | 4 | 22 |
122 | 281.37 | radiation | 1 | 720 | < th | dose dependent | rect. | 14 | 21 |
127 | 281.46 | temperature | 10 | 720 | > th | dose dependent | rect. | 6 | 12 |
140 | 281.76 | radiation | 1 | 720 | < th | dose dependent | rect. | 4 | 16 |
145 | 281.89 | temperature | 30 | 90 | < th | dose dependent | rect. | 5 | 15 |
147 | 281.90 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 18 |
165 | 282.07 | temperature | 25 | 1440 | < th | dose dependent | rect. | 13 | 8 |
200 | 282.42 | temperature | 25 | 1440 | < th | dose dependent | sin | 17 | NA |
211 | 282.47 | temperature | 30 | 270 | < th | dose dependent | rect. | 21 | 23 |
269 | 282.89 | temperature | 10 | 90 | > th | dose dependent | rect. | 8 | 10 |
284 | 283.05 | temperature | 10 | 270 | > th | dose dependent | no | NA | NA |
289 | 283.11 | temperature | 30 | 270 | < th | dose dependent | rect. | 24 | 23 |
331 | 283.39 | radiation | 1 | 720 | < th | dose dependent | rect. | 21 | 23 |
351 | 283.58 | temperature | 30 | 90 | < th | dose dependent | rect. | 5 | 18 |
356 | 283.60 | temperature | 30 | 270 | < th | dose dependent | rect. | 3 | 20 |
359 | 283.66 | temperature | 20 | 4320 | < th | dose dependent | rect. | 1 | 1 |
361 | 283.66 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 23 |
365 | 283.72 | atmosphere | 1000 | 30 | > th | dose dependent | rect. | 19 | 1 |
390 | 283.86 | radiation | 1 | 720 | > th | dose independent | rect. | 6 | 13 |
412 | 283.94 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 20 |
422 | 283.96 | radiation | 1 | 720 | < th | dose dependent | rect. | 17 | 23 |
443 | 284.03 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
477 | 284.16 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 23 |
479 | 284.17 | temperature | 10 | 720 | > th | dose dependent | rect. | 6 | 18 |
484 | 284.18 | radiation | 1 | 720 | < th | dose dependent | no | NA | NA |
533 | 284.30 | radiation | 1 | 720 | < th | dose dependent | rect. | 8 | 23 |
544 | 284.34 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
561 | 284.39 | radiation | 1 | 720 | < th | dose dependent | rect. | 5 | 18 |
562 | 284.40 | temperature | 20 | 4320 | < th | dose dependent | rect. | 18 | 9 |
566 | 284.40 | temperature | 30 | 720 | < th | dose dependent | rect. | 18 | 23 |
581 | 284.48 | temperature | 20 | 4320 | < th | dose dependent | rect. | 20 | 7 |
584 | 284.48 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 23 |
586 | 284.49 | radiation | 1 | 720 | < th | dose independent | rect. | 4 | 22 |
612 | 284.54 | temperature | 15 | 720 | > th | dose dependent | rect. | 9 | 23 |
723 | 284.85 | radiation | 1 | 720 | < th | dose independent | rect. | 4 | 16 |
848 | 285.14 | temperature | 10 | 720 | > th | dose dependent | rect. | 6 | 16 |
874 | 285.20 | radiation | 1 | 720 | < th | dose dependent | sin | 13 | NA |
880 | 285.22 | radiation | 20 | 4320 | < th | dose dependent | rect. | 19 | 10 |
943 | 285.39 | radiation | 1 | 720 | < th | dose independent | rect. | 14 | 21 |
954 | 285.41 | radiation | 10 | 4320 | < th | dose independent | rect. | 19 | 10 |
958 | 285.41 | temperature | 10 | 720 | > th | dose dependent | rect. | 14 | 18 |
962 | 285.42 | atmosphere | 1005 | 90 | > th | dose independent | rect. | 19 | 1 |