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Os01g0506100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Globin-like 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59.77 | 0.363 | 8.87 | 1.45 | 0.819 | -1.2 | 0.829 | 3.56 | 0.0646 | 13.9 | 25.06 | 1241 | -- | -- |
63.21 | 0.37 | 8.93 | 0.859 | 0.917 | -1.04 | 0.685 | -- | 0.0563 | 13.7 | 17.03 | 6977 | -- | -- |
62.03 | 0.367 | 8.88 | 1.48 | 0.852 | -1.21 | -- | 3.85 | -0.00585 | 13.8 | 26.2 | 1240 | -- | -- |
65.16 | 0.376 | 8.93 | 0.87 | 0.913 | -1.02 | -- | -- | 0.0595 | 13.6 | 17.9 | 6957 | -- | -- |
96.5 | 0.458 | 8.88 | 1.39 | -- | -1.5 | -- | 3.02 | 0.105 | -- | 24 | 1118 | -- | -- |
89.25 | 0.443 | 9.01 | 0.278 | 0.979 | -- | 0.793 | -- | -0.258 | 13.8 | -- | -- | -- | -- |
91.68 | 0.448 | 9 | 0.303 | 0.978 | -- | -- | -- | -0.254 | 13.6 | -- | -- | -- | -- |
100.52 | 0.467 | 8.97 | 0.627 | -- | -1.22 | -- | -- | -0.0956 | -- | 24.06 | 1111 | -- | -- |
74.6 | 0.402 | 8.98 | -- | 0.886 | -0.625 | -- | -- | -0.171 | 13.9 | 26.52 | 6884 | -- | -- |
150.05 | 0.572 | 9.01 | 0.264 | -- | -- | -- | -- | -0.276 | -- | -- | -- | -- | -- |
94.11 | 0.454 | 9.01 | -- | 0.973 | -- | -- | -- | -0.288 | 13.6 | -- | -- | -- | -- |
110.37 | 0.489 | 9 | -- | -- | -1.09 | -- | -- | -0.197 | -- | 24.35 | 1104 | -- | -- |
151.88 | 0.575 | 9.02 | -- | -- | -- | -- | -- | -0.305 | -- | -- | -- | -- | -- |
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 | 59.49 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 2 |
2 | 59.52 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 7 |
5 | 59.60 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 5 |
56 | 60.20 | temperature | 25 | 1440 | > th | dose dependent | sin | 18 | NA |
96 | 60.55 | radiation | 40 | 4320 | < th | dose dependent | rect. | 18 | 9 |
118 | 60.85 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 1 |
122 | 60.89 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 1 |
134 | 60.97 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 7 |
135 | 60.97 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 9 |
142 | 60.99 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
149 | 61.02 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 12 |
152 | 61.03 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 9 |
159 | 61.08 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
188 | 61.20 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
198 | 61.30 | temperature | 25 | 1440 | > th | dose dependent | rect. | 3 | 17 |
239 | 61.39 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 7 |
262 | 61.45 | temperature | 25 | 4320 | < th | dose independent | rect. | 4 | 10 |
266 | 61.46 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
272 | 61.47 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 9 |
273 | 61.47 | temperature | 25 | 4320 | > th | dose independent | rect. | 4 | 11 |
298 | 61.51 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 15 |
310 | 61.53 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
319 | 61.54 | wind | 5 | 43200 | > th | dose dependent | rect. | 10 | 2 |
322 | 61.55 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 1 |
323 | 61.55 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 7 |
324 | 61.55 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 13 |
333 | 61.58 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 1 |
342 | 61.60 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 8 |
345 | 61.60 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 1 |
348 | 61.61 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 1 |
375 | 61.66 | wind | 7 | 43200 | > th | dose independent | rect. | 9 | 3 |
378 | 61.67 | humidity | 90 | 43200 | > th | dose independent | rect. | 17 | 6 |
381 | 61.68 | temperature | 25 | 4320 | > th | dose independent | rect. | 8 | 5 |
399 | 61.72 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
405 | 61.73 | humidity | 90 | 43200 | > th | dose dependent | rect. | 18 | 5 |
415 | 61.75 | humidity | 90 | 43200 | > th | dose independent | rect. | 4 | 20 |
417 | 61.75 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 23 |
426 | 61.77 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 16 | 1 |
428 | 61.78 | wind | 7 | 43200 | < th | dose independent | rect. | 9 | 3 |
433 | 61.78 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 20 |
434 | 61.79 | wind | 7 | 43200 | < th | dose independent | rect. | 10 | 1 |
435 | 61.79 | wind | 7 | 43200 | > th | dose independent | rect. | 5 | 7 |
451 | 61.81 | humidity | 90 | 43200 | > th | dose dependent | rect. | 11 | 13 |
460 | 61.83 | humidity | 90 | 43200 | > th | dose independent | sin | 19 | NA |
461 | 61.83 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 8 |
467 | 61.84 | humidity | 90 | 43200 | > th | dose dependent | rect. | 9 | 15 |
468 | 61.85 | humidity | 80 | 43200 | > th | dose independent | rect. | 12 | 1 |
478 | 61.88 | humidity | 90 | 43200 | < th | dose independent | rect. | 13 | 10 |
486 | 61.89 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 14 |
491 | 61.89 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 23 |
503 | 61.92 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 2 |
533 | 61.97 | humidity | 90 | 43200 | > th | dose dependent | sin | 19 | NA |
534 | 61.97 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 13 |
542 | 61.99 | humidity | 90 | 43200 | < th | dose independent | sin | 19 | NA |
549 | 61.99 | wind | 5 | 43200 | > th | dose dependent | rect. | 9 | 4 |
554 | 62.00 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 17 |
556 | 62.00 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 21 |
561 | 62.02 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 1 |
562 | 62.02 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 1 |
572 | 62.03 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 4 |
579 | 62.04 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 6 |
585 | 62.05 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 1 |
633 | 62.11 | humidity | 90 | 43200 | < th | dose independent | rect. | 3 | 20 |
671 | 62.15 | humidity | 80 | 43200 | < th | dose independent | rect. | 12 | 1 |
690 | 62.16 | humidity | 80 | 43200 | > th | dose dependent | rect. | 12 | 1 |
691 | 62.16 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 3 |
719 | 62.20 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |
728 | 62.20 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 1 |
735 | 62.21 | temperature | 25 | 4320 | > th | dose independent | sin | 2 | NA |
784 | 62.26 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 16 | 1 |
791 | 62.26 | humidity | 80 | 43200 | > th | dose dependent | rect. | 9 | 6 |
793 | 62.26 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 9 |
794 | 62.27 | temperature | 25 | 4320 | < th | dose independent | sin | 2 | NA |
820 | 62.30 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 5 |
829 | 62.31 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 21 |
852 | 62.33 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
873 | 62.34 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 18 | 1 |
883 | 62.35 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 16 | 3 |
895 | 62.36 | humidity | 90 | 43200 | > th | dose dependent | sin | 0 | NA |
928 | 62.39 | radiation | 1 | 14400 | < th | dose dependent | rect. | 24 | 5 |
968 | 62.44 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 21 |
971 | 62.45 | humidity | 90 | 43200 | > th | dose independent | sin | 2 | NA |
981 | 62.45 | humidity | 80 | 43200 | > th | dose dependent | rect. | 9 | 10 |
989 | 62.46 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 18 |
991 | 62.46 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 23 |