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Os02g0323600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Cytochrome P450-like 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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
257.31 | 0.754 | 10.1 | 0.0468 | 1.4 | -6.35 | 2.29 | -12.1 | 0.712 | 5.05 | 0.2226 | 1401 | 14.6 | -- |
283 | 0.784 | 10.3 | -0.368 | 1.67 | -3.46 | 2.07 | -- | 0.542 | 5.05 | 2.114 | 1335 | 14 | -- |
269.3 | 0.764 | 10.1 | -0.0292 | 1.33 | -6.45 | -- | -12.3 | 0.688 | 4.64 | 0.2177 | 1410 | 15.3 | -- |
291.78 | 0.796 | 10.3 | -0.338 | 1.79 | -3.61 | -- | -- | 0.539 | 5.51 | 2.028 | 1335 | 12.7 | -- |
352.89 | 0.875 | 10.1 | -0.0118 | -- | -6.9 | -- | -13.6 | 0.694 | -- | 0.2169 | 1442 | 16.1 | -- |
401.28 | 0.939 | 10.3 | 0.167 | 1.23 | -- | 2.14 | -- | 0.937 | 4.02 | -- | -- | -- | -- |
414.37 | 0.953 | 10.3 | 0.142 | 1.25 | -- | -- | -- | 0.925 | 4.03 | -- | -- | -- | -- |
384.38 | 0.913 | 10.4 | -0.125 | -- | -2.62 | -- | -- | 0.592 | -- | 2.735 | 1441 | 12.7 | -- |
294.23 | 0.799 | 10.3 | -- | 1.84 | -3.55 | -- | -- | 0.59 | 5.58 | 2.345 | 1327 | 12.6 | -- |
499.05 | 1.04 | 10.3 | 0.192 | -- | -- | -- | -- | 0.958 | -- | -- | -- | -- | -- |
414.9 | 0.953 | 10.3 | -- | 1.25 | -- | -- | -- | 0.909 | 4.03 | -- | -- | -- | -- |
369.66 | 0.895 | 10.3 | -- | -- | -2.56 | -- | -- | 0.721 | -- | 2.443 | 1424 | 7.2 | -- |
500.03 | 1.04 | 10.3 | -- | -- | -- | -- | -- | 0.937 | -- | -- | -- | -- | -- |
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 | 271.85 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 23 |
2 | 275.94 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 19 |
22 | 278.96 | radiation | 1 | 1440 | < th | dose dependent | rect. | 5 | 22 |
24 | 278.98 | radiation | 1 | 1440 | < th | dose dependent | rect. | 23 | 20 |
26 | 279.01 | radiation | 1 | 1440 | < th | dose dependent | rect. | 5 | 14 |
29 | 279.04 | radiation | 1 | 1440 | < th | dose dependent | sin | 0 | NA |
32 | 279.10 | radiation | 1 | 1440 | < th | dose dependent | rect. | 5 | 20 |
39 | 279.18 | radiation | 1 | 1440 | < th | dose dependent | rect. | 2 | 17 |
48 | 279.27 | radiation | 1 | 1440 | < th | dose dependent | rect. | 2 | 23 |
49 | 279.28 | radiation | 1 | 1440 | < th | dose dependent | no | NA | NA |
77 | 279.60 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 20 |
90 | 281.23 | radiation | 1 | 1440 | < th | dose dependent | rect. | 16 | 23 |
107 | 282.12 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 20 |
133 | 284.11 | radiation | 1 | 1440 | < th | dose dependent | sin | 14 | NA |
138 | 284.37 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 16 |
140 | 284.50 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 8 |
143 | 284.56 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 14 |
192 | 285.55 | radiation | 1 | 1440 | < th | dose independent | rect. | 5 | 22 |
195 | 285.57 | radiation | 1 | 1440 | < th | dose independent | rect. | 5 | 14 |
199 | 285.66 | radiation | 1 | 1440 | < th | dose independent | rect. | 23 | 20 |
200 | 285.67 | radiation | 1 | 1440 | < th | dose independent | rect. | 5 | 20 |
212 | 285.80 | radiation | 1 | 1440 | < th | dose independent | rect. | 2 | 17 |
224 | 285.88 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 1 |
226 | 285.89 | radiation | 1 | 1440 | < th | dose independent | rect. | 2 | 23 |
228 | 285.90 | radiation | 1 | 1440 | < th | dose independent | no | NA | NA |
231 | 285.91 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
289 | 286.30 | radiation | 1 | 1440 | < th | dose independent | sin | 23 | NA |
300 | 286.46 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 23 |
314 | 286.65 | radiation | 1 | 1440 | > th | dose independent | rect. | 18 | 23 |
329 | 286.78 | humidity | 80 | 43200 | > th | dose independent | rect. | 12 | 2 |
332 | 286.87 | radiation | 1 | 1440 | < th | dose independent | rect. | 16 | 23 |
350 | 287.71 | radiation | 1 | 1440 | > th | dose independent | rect. | 5 | 14 |
363 | 287.82 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 1 |
367 | 288.04 | radiation | 1 | 1440 | > th | dose independent | no | NA | NA |
413 | 288.14 | radiation | 1 | 1440 | > th | dose independent | sin | 23 | NA |
418 | 288.33 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
421 | 288.50 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 15 |
424 | 288.64 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 1 |
436 | 288.98 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 15 |
441 | 289.17 | radiation | 1 | 1440 | > th | dose independent | rect. | 16 | 23 |
450 | 289.42 | radiation | 1 | 1440 | < th | dose independent | sin | 14 | NA |
451 | 289.42 | humidity | 80 | 1440 | < th | dose independent | rect. | 6 | 15 |
518 | 290.79 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 13 |
548 | 291.26 | humidity | 50 | 1440 | > th | dose dependent | rect. | 15 | 17 |
561 | 291.45 | radiation | 1 | 1440 | > th | dose independent | sin | 14 | NA |
562 | 291.45 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 11 |
563 | 291.46 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 9 |
567 | 291.49 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 4 |
571 | 291.50 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 7 |
579 | 291.59 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 1 |
580 | 291.59 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 10 |
613 | 292.30 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 7 |
629 | 292.53 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 16 |
636 | 292.59 | humidity | 80 | 1440 | < th | dose independent | sin | 0 | NA |
637 | 292.60 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 8 |
640 | 292.68 | humidity | 50 | 1440 | > th | dose dependent | rect. | 15 | 10 |
641 | 292.70 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 14 |
645 | 292.71 | humidity | 50 | 1440 | > th | dose dependent | sin | 15 | NA |
679 | 293.00 | humidity | 80 | 1440 | > th | dose independent | sin | 23 | NA |
692 | 293.12 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 1 |
710 | 293.27 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 1 |
796 | 293.98 | humidity | 70 | 1440 | > th | dose dependent | rect. | 5 | 18 |
809 | 294.22 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 8 |
830 | 294.36 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 1 |
876 | 294.66 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 1 |
917 | 294.86 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 11 |
933 | 294.96 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 1 |