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Os05g0583000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to WRKY transcription factor 34.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
201.9 | 0.668 | 5.79 | 0.824 | 0.661 | -1.01 | 0.655 | 1.15 | 0.375 | 12 | 30.95 | 1466 | -- | -- |
202.47 | 0.663 | 5.82 | 0.763 | 0.688 | -0.962 | 0.607 | -- | 0.388 | 12 | 31.06 | 1509 | -- | -- |
203.69 | 0.665 | 5.79 | 0.866 | 0.66 | -1.04 | -- | 1.25 | 0.378 | 12.2 | 31.02 | 1484 | -- | -- |
203.76 | 0.665 | 5.81 | 0.656 | 0.664 | -0.913 | -- | -- | 0.379 | 12.2 | 31 | 1488 | -- | -- |
225.92 | 0.7 | 5.81 | 0.844 | -- | -1.27 | -- | 1.41 | 0.358 | -- | 30.85 | 991 | -- | -- |
238.35 | 0.724 | 5.78 | 0.395 | 0.75 | -- | 0.769 | -- | 0.544 | 12.2 | -- | -- | -- | -- |
240.85 | 0.727 | 5.77 | 0.425 | 0.748 | -- | -- | -- | 0.549 | 12.4 | -- | -- | -- | -- |
225.79 | 0.7 | 5.82 | 0.618 | -- | -1.11 | -- | -- | 0.365 | -- | 30.71 | 990 | -- | -- |
213.66 | 0.681 | 5.81 | -- | 0.629 | -0.94 | -- | -- | 0.37 | 12.9 | 31.18 | 926 | -- | -- |
276.04 | 0.776 | 5.79 | 0.4 | -- | -- | -- | -- | 0.537 | -- | -- | -- | -- | -- |
245.62 | 0.733 | 5.78 | -- | 0.742 | -- | -- | -- | 0.501 | 12.4 | -- | -- | -- | -- |
236.33 | 0.716 | 5.84 | -- | -- | -1.04 | -- | -- | 0.306 | -- | 31.1 | 969 | -- | -- |
280.26 | 0.781 | 5.8 | -- | -- | -- | -- | -- | 0.492 | -- | -- | -- | -- | -- |
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 | 188.80 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 11 |
2 | 188.95 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
13 | 191.66 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 11 |
14 | 192.09 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
15 | 192.57 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
20 | 192.63 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 7 |
24 | 192.69 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 3 |
28 | 192.71 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
31 | 192.74 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
40 | 193.58 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 8 |
46 | 194.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 10 |
48 | 194.68 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 10 |
49 | 194.68 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 18 | 12 |
50 | 194.69 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 18 | 12 |
51 | 194.69 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 18 | 12 |
52 | 194.70 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 10 |
54 | 194.72 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 10 |
55 | 194.72 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 10 |
57 | 194.74 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 22 |
58 | 194.74 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 22 |
60 | 194.75 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 4 | 22 |
63 | 194.76 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 10 |
65 | 194.76 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 10 |
72 | 194.79 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 13 | NA |
74 | 194.80 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 13 | NA |
75 | 194.80 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 13 | NA |
77 | 194.88 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 5 |
79 | 194.90 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 23 |
84 | 194.91 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 23 |
86 | 194.91 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 23 |
87 | 194.92 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 5 |
88 | 194.92 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 5 |
89 | 194.93 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 19 |
90 | 194.93 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 19 |
91 | 194.94 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 4 | 19 |
119 | 195.11 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 22 |
125 | 195.13 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 8 | 22 |
129 | 195.13 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 8 | 22 |
138 | 195.17 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 14 | 23 |
140 | 195.17 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 14 | 23 |
141 | 195.19 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 23 |
151 | 195.24 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 22 |
155 | 195.25 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 22 |
157 | 195.25 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 22 |
167 | 195.29 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 24 | 23 |
168 | 195.29 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 24 | 23 |
169 | 195.30 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 24 | 23 |
194 | 195.36 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 18 | 19 |
199 | 195.36 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 18 | 19 |
211 | 195.38 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 18 | 19 |
223 | 195.42 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 17 |
230 | 195.44 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 7 |
238 | 195.47 | precipitation | 0.1 | 43200 | > th | dose independent | no | NA | NA |
239 | 195.47 | precipitation | 0.1 | 43200 | < th | dose independent | no | NA | NA |
249 | 195.47 | precipitation | 0.1 | 43200 | < th | dose dependent | no | NA | NA |
251 | 195.47 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 19 |
269 | 195.54 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 17 |
273 | 195.54 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 21 | 22 |
274 | 195.55 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 19 |
276 | 195.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 17 |
279 | 195.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 11 | 23 |
280 | 195.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 17 |
281 | 195.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 11 | 23 |
291 | 195.58 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 23 |
294 | 195.59 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 19 |
298 | 195.59 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 19 |
321 | 195.64 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
424 | 195.80 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
451 | 195.82 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
505 | 195.93 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 12 |
578 | 196.15 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
595 | 196.18 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 8 | 1 |
597 | 196.18 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 8 | 1 |
608 | 196.20 | wind | 1.0 | 14400 | > th | dose independent | rect. | 18 | 7 |
619 | 196.21 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 22 |
623 | 196.22 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 21 |
632 | 196.24 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 19 |
650 | 196.27 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 4 | 23 |
653 | 196.29 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 1 |
654 | 196.29 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 1 |
663 | 196.32 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 1 |
668 | 196.32 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 1 |
674 | 196.34 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 1 |
677 | 196.34 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 1 |
680 | 196.35 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 9 |
766 | 196.52 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 23 | 10 |
776 | 196.53 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 15 |
781 | 196.53 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 15 |
792 | 196.55 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 0 | NA |
793 | 196.55 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 0 | NA |
799 | 196.55 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 0 | NA |
805 | 196.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 4 | 15 |
810 | 196.57 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 12 | NA |
869 | 196.66 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 21 | 10 |
890 | 196.69 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 23 |
922 | 196.75 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 9 |
927 | 196.75 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 9 |
930 | 196.76 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
933 | 196.76 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 4 | 9 |
961 | 196.81 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
973 | 196.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 21 | 3 |
976 | 196.82 | temperature | 20.0 | 43200 | < th | dose independent | sin | 8 | NA |
988 | 196.84 | temperature | 20.0 | 43200 | > th | dose independent | sin | 8 | NA |
994 | 196.84 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 24 | 23 |