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Os06g0127900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ribonucleoside-diphosphate reductase small chain (EC 1.17.4.1) (Ribonucleotide reductase) (R2 subunit).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
269.3 | 0.771 | 4.25 | -1.6 | 1.09 | 1.35 | 3.32 | -4.3 | -0.191 | 20.5 | 20.94 | 1115 | -- | -- |
281.67 | 0.782 | 4.11 | -0.461 | 1.08 | 1.25 | 2.99 | -- | 0.113 | 20.3 | 17.73 | 1051 | -- | -- |
297.83 | 0.804 | 4.23 | -1.61 | 1.21 | 1.2 | -- | -3.78 | -0.145 | 21.3 | 21.99 | 1301 | -- | -- |
294.35 | 0.799 | 4.06 | -0.245 | 1.03 | 1.26 | -- | -- | 0.452 | 22.8 | 27.39 | 464 | -- | -- |
368.96 | 0.895 | 4.22 | -1.69 | -- | 1.61 | -- | -3.9 | -0.206 | -- | 22.71 | 2181 | -- | -- |
314.66 | 0.832 | 4.06 | -0.0719 | 1.27 | -- | 2.6 | -- | 0.375 | 21 | -- | -- | -- | -- |
335.41 | 0.858 | 4.06 | -0.171 | 1.26 | -- | -- | -- | 0.367 | 21.7 | -- | -- | -- | -- |
336.91 | 0.855 | 4.07 | -0.56 | -- | 1.81 | -- | -- | 0.177 | -- | 24.2 | 718 | -- | -- |
294.71 | 0.8 | 4.03 | -- | 1.02 | 1.5 | -- | -- | 0.399 | 23.5 | 26.96 | 472 | -- | -- |
429.26 | 0.968 | 4.02 | -0.16 | -- | -- | -- | -- | 0.365 | -- | -- | -- | -- | -- |
336.18 | 0.858 | 4.05 | -- | 1.26 | -- | -- | -- | 0.386 | 21.6 | -- | -- | -- | -- |
344.69 | 0.865 | 4.05 | -- | -- | 1.7 | -- | -- | 0.26 | -- | 24.4 | 708 | -- | -- |
429.93 | 0.968 | 4.02 | -- | -- | -- | -- | -- | 0.383 | -- | -- | -- | -- | -- |
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 | 256.32 | temperature | 20 | 720 | > th | dose dependent | rect. | 18 | 15 |
7 | 256.97 | temperature | 20 | 720 | > th | dose dependent | sin | 11 | NA |
24 | 259.99 | temperature | 10 | 270 | > th | dose dependent | rect. | 13 | 19 |
43 | 261.77 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 10 |
45 | 262.23 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 14 |
46 | 262.23 | temperature | 30 | 720 | < th | dose independent | rect. | 24 | 21 |
48 | 262.29 | temperature | 20 | 270 | > th | dose dependent | rect. | 23 | 9 |
57 | 262.56 | temperature | 30 | 270 | < th | dose independent | rect. | 9 | 16 |
66 | 263.16 | temperature | 20 | 30 | > th | dose dependent | rect. | 1 | 8 |
83 | 264.08 | temperature | 30 | 270 | < th | dose independent | rect. | 9 | 14 |
127 | 265.40 | temperature | 30 | 270 | < th | dose independent | rect. | 7 | 20 |
152 | 266.16 | temperature | 20 | 30 | > th | dose dependent | rect. | 23 | 10 |
170 | 266.70 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 19 |
196 | 266.99 | temperature | 20 | 1440 | > th | dose dependent | rect. | 1 | 1 |
197 | 266.99 | temperature | 10 | 10 | > th | dose dependent | rect. | 15 | 18 |
221 | 267.45 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 10 |
231 | 267.63 | temperature | 30 | 720 | < th | dose independent | sin | 23 | NA |
260 | 268.13 | temperature | 20 | 270 | > th | dose independent | rect. | 1 | 7 |
398 | 269.56 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 4 |
461 | 270.26 | humidity | 90 | 43200 | < th | dose independent | rect. | 11 | 17 |
480 | 270.55 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 16 |
491 | 270.65 | temperature | 10 | 270 | > th | dose dependent | rect. | 12 | 10 |
496 | 270.67 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 12 |
497 | 270.68 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 15 |
522 | 270.84 | temperature | 10 | 720 | > th | dose dependent | rect. | 6 | 18 |
529 | 270.88 | temperature | 20 | 1440 | > th | dose independent | rect. | 4 | 1 |
534 | 270.96 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 1 |
561 | 271.22 | temperature | 30 | 14400 | > th | dose dependent | rect. | 14 | 1 |
574 | 271.29 | temperature | 30 | 14400 | < th | dose independent | rect. | 12 | 1 |
575 | 271.31 | temperature | 30 | 14400 | > th | dose independent | rect. | 12 | 1 |
620 | 271.60 | temperature | 15 | 270 | > th | dose independent | rect. | 9 | 3 |
631 | 271.65 | humidity | 90 | 43200 | < th | dose independent | rect. | 24 | 19 |
632 | 271.66 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 5 |
635 | 271.67 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 7 |
643 | 271.72 | temperature | 30 | 720 | < th | dose independent | sin | 10 | NA |
646 | 271.74 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 7 |
657 | 271.78 | humidity | 90 | 43200 | > th | dose independent | sin | 17 | NA |
677 | 271.80 | humidity | 90 | 43200 | > th | dose dependent | sin | 18 | NA |
681 | 271.82 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 11 |
685 | 271.83 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 5 |
701 | 271.85 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 3 |
710 | 271.88 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 22 |
730 | 271.97 | temperature | 30 | 14400 | > th | dose independent | rect. | 14 | 4 |
741 | 272.01 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 12 | 8 |
745 | 272.03 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 4 |
751 | 272.03 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 10 |
763 | 272.04 | temperature | 30 | 14400 | > th | dose independent | sin | 17 | NA |
765 | 272.04 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 8 |
768 | 272.04 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 23 |
771 | 272.05 | temperature | 30 | 14400 | < th | dose independent | sin | 17 | NA |
778 | 272.05 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 12 |
817 | 272.10 | humidity | 90 | 43200 | < th | dose independent | sin | 16 | NA |
864 | 272.14 | temperature | 30 | 14400 | > th | dose independent | rect. | 14 | 23 |
885 | 272.21 | wind | 7 | 90 | < th | dose independent | rect. | 14 | 19 |
978 | 272.34 | temperature | 30 | 14400 | < th | dose independent | rect. | 1 | 17 |
994 | 272.35 | temperature | 30 | 14400 | < th | dose independent | rect. | 23 | 19 |