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Os04g0557200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Anthocyanin regulatory B protein (Fragment).
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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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41.26 | 0.302 | 2.95 | 0.0732 | 0.147 | -0.148 | -0.106 | -0.062 | 0.0775 | 1.28 | 9.54 | 11 | -- | -- |
41.25 | 0.299 | 2.95 | 0.0719 | 0.157 | -0.158 | -0.154 | -- | 0.0718 | 1.21 | 9.61 | 17 | -- | -- |
41.27 | 0.299 | 2.95 | 0.0656 | 0.149 | -0.148 | -- | -0.121 | 0.0729 | 1.24 | 9.601 | 13 | -- | -- |
41.37 | 0.3 | 2.95 | 0.0811 | 0.16 | -0.159 | -- | -- | 0.0717 | 1.13 | 9.6 | 17 | -- | -- |
41.64 | 0.302 | 2.95 | 0.0618 | -- | -0.0615 | -- | -0.17 | 0.0756 | -- | 15.98 | 13 | -- | -- |
42.02 | 0.304 | 2.95 | 0.0689 | 0.0259 | -- | -0.214 | -- | 0.071 | 4.15 | -- | -- | -- | -- |
42.08 | 0.304 | 2.95 | 0.0716 | 0.0431 | -- | -- | -- | 0.0721 | 7.52 | -- | -- | -- | -- |
41.8 | 0.302 | 2.95 | 0.0697 | -- | -0.0641 | -- | -- | 0.0767 | -- | 15.98 | 13 | -- | -- |
41.55 | 0.3 | 2.95 | -- | 0.156 | -0.152 | -- | -- | 0.0662 | 1.19 | 9.56 | 17 | -- | -- |
42.18 | 0.303 | 2.95 | 0.0722 | -- | -- | -- | -- | 0.0728 | -- | -- | -- | -- | -- |
42.21 | 0.304 | 2.95 | -- | 0.0437 | -- | -- | -- | 0.0642 | 7.41 | -- | -- | -- | -- |
41.93 | 0.302 | 2.95 | -- | -- | -0.0717 | -- | -- | 0.067 | -- | 20.33 | 10 | -- | -- |
42.32 | 0.304 | 2.95 | -- | -- | -- | -- | -- | 0.0648 | -- | -- | -- | -- | -- |
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 | 36.86 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
2 | 36.86 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
3 | 36.87 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
6 | 36.89 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
8 | 36.90 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
9 | 36.90 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
15 | 36.92 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
16 | 36.92 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
20 | 36.93 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
24 | 36.93 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
27 | 36.93 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
28 | 36.93 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
30 | 36.93 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
35 | 36.93 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
36 | 36.93 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
39 | 36.93 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
44 | 36.93 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
48 | 37.05 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
49 | 37.09 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
53 | 37.34 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
60 | 37.47 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
111 | 39.75 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
114 | 39.86 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 5 |
120 | 39.95 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
121 | 39.95 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
122 | 39.95 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
126 | 39.97 | wind | 1.0 | 10 | < th | dose independent | rect. | 17 | 10 |
135 | 39.98 | radiation | 10.0 | 30 | < th | dose independent | rect. | 3 | 23 |
138 | 40.04 | wind | 3.0 | 10 | < th | dose dependent | rect. | 22 | 5 |
149 | 40.07 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 12 |
153 | 40.12 | radiation | 20.0 | 10 | > th | dose independent | rect. | 14 | 2 |
169 | 40.14 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 15 |
171 | 40.15 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 1 |
186 | 40.21 | temperature | 25.0 | 270 | > th | dose independent | rect. | 1 | 1 |
210 | 40.30 | wind | 5.0 | 90 | > th | dose independent | rect. | 14 | 1 |
217 | 40.32 | wind | 5.0 | 30 | > th | dose independent | rect. | 11 | 5 |
240 | 40.34 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 1 | 5 |
249 | 40.37 | radiation | 20.0 | 10 | > th | dose independent | sin | 14 | NA |
252 | 40.37 | radiation | 30.0 | 90 | > th | dose dependent | rect. | 14 | 1 |
259 | 40.38 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 9 |
262 | 40.39 | radiation | 40.0 | 30 | < th | dose independent | rect. | 11 | 16 |
273 | 40.40 | radiation | 40.0 | 30 | < th | dose independent | rect. | 11 | 5 |
307 | 40.41 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 10 |
326 | 40.43 | wind | 1.0 | 10 | < th | dose independent | rect. | 6 | 21 |
345 | 40.45 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 19 |
349 | 40.46 | wind | 3.0 | 90 | > th | dose dependent | rect. | 14 | 1 |
350 | 40.46 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 4 |
376 | 40.48 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 4 |
415 | 40.52 | wind | 5.0 | 10 | > th | dose independent | rect. | 14 | 2 |
428 | 40.53 | radiation | 20.0 | 30 | < th | dose independent | sin | 14 | NA |
436 | 40.54 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 4 |
442 | 40.54 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
450 | 40.55 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
477 | 40.57 | radiation | 20.0 | 10 | < th | dose independent | rect. | 14 | 12 |
480 | 40.58 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
481 | 40.58 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
484 | 40.58 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
488 | 40.58 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
497 | 40.58 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
498 | 40.58 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
520 | 40.58 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
523 | 40.58 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
539 | 40.58 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
547 | 40.59 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 6 |
549 | 40.60 | radiation | 20.0 | 30 | < th | dose independent | rect. | 13 | 10 |
558 | 40.61 | wind | 1.0 | 10 | > th | dose independent | sin | 15 | NA |
589 | 40.63 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
670 | 40.71 | radiation | 40.0 | 30 | < th | dose independent | rect. | 23 | 17 |
687 | 40.73 | radiation | 10.0 | 10 | > th | dose independent | rect. | 6 | 1 |
717 | 40.73 | wind | 1.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
718 | 40.73 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 6 | 1 |
797 | 40.76 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 19 |
798 | 40.76 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 22 |
813 | 40.77 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 20 |
815 | 40.77 | atmosphere | 1010.0 | 30 | < th | dose dependent | rect. | 14 | 1 |
821 | 40.77 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 14 | 12 |
825 | 40.78 | humidity | 70.0 | 90 | < th | dose independent | rect. | 14 | 1 |
832 | 40.78 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 14 | 1 |
838 | 40.78 | wind | 1.0 | 30 | > th | dose dependent | rect. | 7 | 9 |
842 | 40.79 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 23 | 1 |
863 | 40.80 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 12 |
864 | 40.81 | temperature | 25.0 | 30 | > th | dose independent | rect. | 23 | 1 |
865 | 40.81 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
867 | 40.81 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 14 |
870 | 40.81 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
878 | 40.81 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 14 |
901 | 40.82 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 13 | 10 |
909 | 40.83 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 10 |
913 | 40.83 | wind | 5.0 | 30 | < th | dose independent | rect. | 3 | 20 |
923 | 40.83 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 2 | 14 |
926 | 40.83 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 3 | 19 |
927 | 40.83 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 20 |
934 | 40.84 | radiation | 10.0 | 10 | < th | dose independent | rect. | 10 | 16 |
956 | 40.85 | humidity | 80.0 | 90 | < th | dose independent | rect. | 19 | 1 |
957 | 40.85 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 10 |
959 | 40.85 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 10 |
961 | 40.85 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 14 |
963 | 40.85 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 2 | 14 |
974 | 40.85 | wind | 9.0 | 10 | < th | dose dependent | rect. | 14 | 13 |
980 | 40.86 | temperature | 30.0 | 10 | > th | dose independent | rect. | 15 | 1 |
986 | 40.86 | wind | 9.0 | 10 | < th | dose independent | rect. | 16 | 10 |
990 | 40.86 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 16 | 10 |