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Os03g0277500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Glyoxalase/bleomycin resistance protein/dioxygenase domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
343.22 | 0.87 | 4.41 | 0.655 | 1.73 | -2.03 | 0.0883 | -0.156 | -0.0605 | 2.82 | 25.54 | 2691 | -- | -- |
343.17 | 0.863 | 4.41 | 0.688 | 1.73 | -2.05 | 0.115 | -- | -0.0662 | 2.8 | 25.7 | 2669 | -- | -- |
343.2 | 0.863 | 4.41 | 0.687 | 1.73 | -2.05 | -- | -0.0119 | -0.0647 | 2.81 | 25.69 | 2670 | -- | -- |
343.2 | 0.863 | 4.41 | 0.688 | 1.73 | -2.05 | -- | -- | -0.0666 | 2.81 | 25.7 | 2674 | -- | -- |
470.7 | 1.01 | 4.38 | 0.668 | -- | -1.88 | -- | -0.278 | 0.066 | -- | 26.1 | 6234 | -- | -- |
509.71 | 1.06 | 4.43 | -0.00551 | 1.46 | -- | -0.399 | -- | -0.195 | 3.19 | -- | -- | -- | -- |
510.22 | 1.06 | 4.43 | 0.00261 | 1.46 | -- | -- | -- | -0.192 | 3.17 | -- | -- | -- | -- |
470.16 | 1.01 | 4.37 | 0.791 | -- | -1.96 | -- | -- | 0.118 | -- | 26.1 | 6247 | -- | -- |
354.74 | 0.877 | 4.43 | -- | 1.73 | -1.91 | -- | -- | -0.154 | 2.83 | 25.82 | 2656 | -- | -- |
631.29 | 1.17 | 4.43 | 0.0647 | -- | -- | -- | -- | -0.154 | -- | -- | -- | -- | -- |
510.22 | 1.06 | 4.43 | -- | 1.46 | -- | -- | -- | -0.193 | 3.17 | -- | -- | -- | -- |
484.4 | 1.03 | 4.4 | -- | -- | -1.8 | -- | -- | -0.0495 | -- | 27.1 | 6268 | -- | -- |
631.4 | 1.17 | 4.43 | -- | -- | -- | -- | -- | -0.161 | -- | -- | -- | -- | -- |
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 | 339.70 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 17 | 13 |
2 | 340.61 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
6 | 340.80 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 3 |
8 | 340.84 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
13 | 341.26 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
35 | 342.60 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
36 | 342.87 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 7 | 3 |
42 | 343.89 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
49 | 344.40 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
51 | 344.53 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
53 | 344.68 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
82 | 345.36 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 18 | 6 |
83 | 345.39 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 18 | 6 |
97 | 345.70 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 17 | 2 |
102 | 345.81 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 17 | 3 |
123 | 346.39 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 2 |
127 | 346.44 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
128 | 346.44 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 5 |
143 | 346.68 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 16 | 21 |
146 | 346.72 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 16 | 19 |
160 | 346.89 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
169 | 346.91 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 12 |
172 | 346.98 | radiation | 1.0 | 14400 | > th | dose independent | sin | 14 | NA |
190 | 347.16 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
204 | 347.29 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 16 | 18 |
209 | 347.35 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 16 | 21 |
224 | 347.50 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
225 | 347.50 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 20 |
232 | 347.55 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 10 |
256 | 347.68 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 12 | 22 |
260 | 347.70 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 23 |
265 | 347.71 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 23 |
277 | 347.76 | radiation | 1.0 | 14400 | > th | dose independent | no | NA | NA |
278 | 347.76 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 15 |
337 | 347.80 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
349 | 347.82 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 12 |
401 | 347.95 | radiation | 1.0 | 14400 | < th | dose independent | sin | 13 | NA |
402 | 347.95 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
418 | 347.97 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 12 | 7 |
499 | 348.18 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 18 | 6 |
500 | 348.18 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 15 |
510 | 348.26 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 18 | 18 |
519 | 348.37 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 12 | 22 |
528 | 348.41 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 23 |
540 | 348.49 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 5 | 16 |
542 | 348.49 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 21 |
548 | 348.50 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 19 |
561 | 348.51 | radiation | 1.0 | 14400 | < th | dose independent | no | NA | NA |
562 | 348.51 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
565 | 348.51 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 5 | 14 |
580 | 348.51 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 20 | 23 |
606 | 348.54 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 13 |
698 | 349.07 | radiation | 1.0 | 14400 | < th | dose dependent | sin | 14 | NA |
710 | 349.22 | radiation | 1.0 | 14400 | < th | dose independent | sin | 23 | NA |
775 | 349.46 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 10 |
817 | 349.72 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 17 |
818 | 349.73 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 16 |
825 | 349.74 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 12 |
828 | 349.75 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 10 |
892 | 349.90 | temperature | 25.0 | 1440 | > th | dose dependent | sin | 7 | NA |
906 | 349.94 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
972 | 350.20 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 14 |
978 | 350.21 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 18 |