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Os03g0278000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronic acid decarboxylase.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.19 | 0.29 | 13.5 | -0.569 | 0.464 | 0.714 | 0.0283 | -2.62 | 0.0061 | 5.14 | 25.44 | 2643 | -- | -- |
40.13 | 0.295 | 13.4 | 0.155 | 0.451 | 0.448 | 0.00596 | -- | 0.168 | 5.21 | 26 | 2652 | -- | -- |
38.11 | 0.288 | 13.5 | -0.632 | 0.479 | 0.744 | -- | -2.95 | 0.013 | 5.11 | 25.92 | 2632 | -- | -- |
40.06 | 0.295 | 13.4 | 0.143 | 0.446 | 0.44 | -- | -- | 0.178 | 4.96 | 26.1 | 2640 | -- | -- |
49.12 | 0.326 | 13.5 | -0.413 | -- | 0.673 | -- | -1.85 | 0.00898 | -- | 23.82 | 2665 | -- | -- |
47.73 | 0.324 | 13.4 | 0.284 | 0.492 | -- | 0.0381 | -- | 0.201 | 4.53 | -- | -- | -- | -- |
47.73 | 0.324 | 13.4 | 0.284 | 0.492 | -- | -- | -- | 0.201 | 4.53 | -- | -- | -- | -- |
50.27 | 0.33 | 13.4 | 0.173 | -- | 0.41 | -- | -- | 0.201 | -- | 27.15 | 1273 | -- | -- |
40.54 | 0.297 | 13.4 | -- | 0.457 | 0.469 | -- | -- | 0.163 | 4.99 | 25.98 | 2643 | -- | -- |
60.66 | 0.364 | 13.4 | 0.303 | -- | -- | -- | -- | 0.214 | -- | -- | -- | -- | -- |
49.86 | 0.33 | 13.4 | -- | 0.497 | -- | -- | -- | 0.169 | 4.51 | -- | -- | -- | -- |
50.41 | 0.331 | 13.4 | -- | -- | 0.534 | -- | -- | 0.176 | -- | 26.2 | 1257 | -- | -- |
63.09 | 0.371 | 13.4 | -- | -- | -- | -- | -- | 0.18 | -- | -- | -- | -- | -- |
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 | 35.49 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 13 |
4 | 35.57 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 2 |
7 | 35.61 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 9 |
9 | 35.65 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 4 |
13 | 35.76 | radiation | 30 | 4320 | < th | dose independent | rect. | 16 | 16 |
15 | 35.85 | radiation | 1 | 4320 | > th | dose dependent | rect. | 18 | 11 |
20 | 36.05 | radiation | 10 | 4320 | < th | dose independent | rect. | 17 | 14 |
21 | 36.08 | radiation | 30 | 4320 | < th | dose independent | rect. | 24 | 8 |
25 | 36.25 | radiation | 30 | 4320 | < th | dose independent | rect. | 19 | 13 |
26 | 36.26 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 11 |
28 | 36.28 | radiation | 40 | 14400 | > th | dose dependent | rect. | 8 | 1 |
29 | 36.29 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
50 | 36.30 | radiation | 1 | 4320 | > th | dose dependent | rect. | 4 | 2 |
59 | 36.30 | radiation | 1 | 720 | > th | dose dependent | rect. | 18 | 11 |
66 | 36.32 | radiation | 1 | 14400 | > th | dose dependent | rect. | 18 | 1 |
76 | 36.33 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 7 |
78 | 36.34 | radiation | 30 | 4320 | < th | dose independent | rect. | 6 | 2 |
80 | 36.35 | radiation | 40 | 14400 | < th | dose independent | rect. | 15 | 18 |
91 | 36.36 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 1 |
121 | 36.62 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 2 |
124 | 36.64 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 13 |
138 | 36.69 | radiation | 10 | 4320 | < th | dose independent | rect. | 24 | 7 |
140 | 36.70 | radiation | 10 | 4320 | < th | dose independent | rect. | 2 | 5 |
154 | 36.72 | radiation | 20 | 14400 | < th | dose dependent | rect. | 24 | 5 |
155 | 36.73 | wind | 1 | 43200 | > th | dose dependent | rect. | 10 | 3 |
156 | 36.73 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 9 |
159 | 36.74 | wind | 9 | 43200 | < th | dose dependent | rect. | 10 | 3 |
160 | 36.74 | radiation | 10 | 4320 | < th | dose dependent | rect. | 18 | 11 |
161 | 36.74 | wind | 5 | 43200 | > th | dose dependent | rect. | 24 | 16 |
162 | 36.75 | wind | 7 | 43200 | < th | dose independent | sin | 5 | NA |
163 | 36.75 | wind | 5 | 43200 | < th | dose independent | rect. | 2 | 14 |
164 | 36.75 | wind | 5 | 43200 | < th | dose independent | rect. | 24 | 16 |
165 | 36.75 | wind | 1 | 43200 | > th | dose dependent | rect. | 9 | 5 |
171 | 36.76 | wind | 7 | 43200 | > th | dose independent | rect. | 24 | 14 |
172 | 36.76 | wind | 7 | 43200 | < th | dose independent | rect. | 24 | 14 |
175 | 36.77 | wind | 7 | 43200 | > th | dose independent | sin | 5 | NA |
187 | 36.78 | wind | 5 | 43200 | > th | dose independent | rect. | 2 | 14 |
193 | 36.78 | radiation | 20 | 4320 | > th | dose dependent | rect. | 16 | 16 |
224 | 36.84 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 1 |
253 | 36.87 | wind | 5 | 43200 | > th | dose dependent | sin | 3 | NA |
254 | 36.87 | temperature | 15 | 720 | > th | dose dependent | sin | 16 | NA |
287 | 36.90 | wind | 7 | 43200 | < th | dose independent | rect. | 9 | 2 |
298 | 36.90 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 18 |
319 | 36.93 | wind | 5 | 43200 | < th | dose independent | sin | 2 | NA |
330 | 36.93 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 21 |
333 | 36.94 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 11 |
342 | 36.95 | wind | 5 | 43200 | > th | dose independent | sin | 2 | NA |
344 | 36.95 | wind | 7 | 43200 | < th | dose independent | rect. | 7 | 6 |
360 | 36.96 | wind | 7 | 43200 | > th | dose independent | rect. | 7 | 6 |
403 | 36.98 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 1 |
469 | 37.02 | temperature | 15 | 720 | > th | dose dependent | rect. | 11 | 15 |
477 | 37.03 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 3 |
506 | 37.05 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
643 | 37.16 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |
649 | 37.16 | wind | 5 | 43200 | > th | dose dependent | rect. | 8 | 22 |
818 | 37.25 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 23 |
889 | 37.29 | temperature | 30 | 720 | < th | dose dependent | sin | 16 | NA |
909 | 37.30 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 23 |
928 | 37.31 | wind | 5 | 43200 | > th | dose independent | no | NA | NA |
942 | 37.31 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 6 |
975 | 37.33 | wind | 5 | 43200 | < th | dose independent | no | NA | NA |
984 | 37.33 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 23 |
988 | 37.33 | radiation | 20 | 4320 | < th | dose dependent | rect. | 2 | 4 |
992 | 37.33 | radiation | 20 | 4320 | < th | dose dependent | rect. | 20 | 10 |
993 | 37.33 | wind | 9 | 43200 | < th | dose dependent | rect. | 3 | 12 |