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Os01g0375400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Dehydroquinate dehydratase/shikimate:NADP oxidoreductase (EC 4.2.1.10) (EC 1.1.1.25).
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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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.79 | 0.273 | 2.87 | -0.0831 | 0.0404 | -0.269 | 0.059 | 1.21 | 0.0308 | 13 | 1.001 | 16 | -- | -- |
35.02 | 0.276 | 2.86 | -0.0383 | 0.0378 | -0.182 | 0.145 | -- | 0.0438 | 12.7 | 1.1 | 16 | -- | -- |
33.8 | 0.271 | 2.87 | -0.0815 | 0.0399 | -0.267 | -- | 1.24 | 0.0307 | 12.6 | 1.016 | 16 | -- | -- |
35.1 | 0.276 | 2.86 | -0.0316 | 0.0375 | -0.173 | -- | -- | 0.0433 | 11.2 | 1.1 | 16 | -- | -- |
33.89 | 0.271 | 2.87 | -0.0805 | -- | -0.253 | -- | 1.23 | 0.0301 | -- | 1.038 | 16 | -- | -- |
35.71 | 0.28 | 2.86 | -0.0102 | 0.0499 | -- | -0.173 | -- | 0.0415 | 5.57 | -- | -- | -- | -- |
35.75 | 0.28 | 2.86 | -0.0103 | 0.0545 | -- | -- | -- | 0.0425 | 7.25 | -- | -- | -- | -- |
35.19 | 0.276 | 2.86 | -0.0314 | -- | -0.167 | -- | -- | 0.044 | -- | 1.014 | 16 | -- | -- |
35.13 | 0.276 | 2.86 | -- | 0.0385 | -0.169 | -- | -- | 0.0477 | 11.1 | 1.014 | 16 | -- | -- |
35.91 | 0.28 | 2.86 | -0.00937 | -- | -- | -- | -- | 0.0434 | -- | -- | -- | -- | -- |
35.76 | 0.28 | 2.86 | -- | 0.0544 | -- | -- | -- | 0.0436 | 7.26 | -- | -- | -- | -- |
35.22 | 0.276 | 2.86 | -- | -- | -0.163 | -- | -- | 0.0474 | -- | 1 | 16 | -- | -- |
35.91 | 0.28 | 2.86 | -- | -- | -- | -- | -- | 0.0445 | -- | -- | -- | -- | -- |
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 | 29.35 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
2 | 29.36 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
4 | 29.39 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
5 | 29.39 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
7 | 29.40 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
11 | 29.41 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
17 | 29.43 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
19 | 29.44 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
21 | 29.44 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
23 | 29.44 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
27 | 29.44 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
29 | 29.44 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
34 | 29.44 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
35 | 29.44 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
36 | 29.44 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
38 | 29.44 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
43 | 29.44 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
48 | 29.56 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
50 | 29.63 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
52 | 29.68 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 3 | 1 |
56 | 29.68 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
60 | 29.69 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
61 | 29.69 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
64 | 29.69 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
68 | 29.69 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
77 | 29.69 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
78 | 29.69 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
98 | 29.69 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
114 | 29.77 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
154 | 30.04 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
171 | 30.33 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
172 | 30.33 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
181 | 30.86 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
200 | 31.84 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
208 | 32.17 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
209 | 32.20 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 4 |
248 | 32.46 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 23 | 4 |
280 | 32.79 | radiation | 40.0 | 10 | > th | dose dependent | rect. | 14 | 1 |
322 | 32.83 | temperature | 30.0 | 30 | > th | dose dependent | rect. | 13 | 1 |
339 | 32.97 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
362 | 33.14 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
427 | 33.40 | wind | 1.0 | 30 | > th | dose independent | rect. | 3 | 23 |
512 | 33.68 | wind | 1.0 | 10 | > th | dose independent | sin | 14 | NA |
526 | 33.71 | temperature | 20.0 | 10 | < th | dose independent | rect. | 11 | 1 |
532 | 33.71 | humidity | 90.0 | 90 | > th | dose independent | rect. | 10 | 1 |
534 | 33.71 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 10 | 1 |
554 | 33.71 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 10 | 1 |
555 | 33.71 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
561 | 33.71 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 10 | 1 |
563 | 33.71 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 10 | 1 |
592 | 33.73 | humidity | 60.0 | 90 | < th | dose dependent | rect. | 13 | 1 |
613 | 33.78 | radiation | 40.0 | 10 | > th | dose independent | rect. | 14 | 1 |
742 | 33.93 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
798 | 33.99 | wind | 3.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
832 | 34.04 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
834 | 34.05 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 12 |
839 | 34.05 | wind | 3.0 | 30 | < th | dose dependent | rect. | 20 | 7 |
852 | 34.08 | wind | 1.0 | 10 | > th | dose independent | no | NA | NA |
860 | 34.09 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 10 |
873 | 34.10 | wind | 3.0 | 30 | < th | dose dependent | rect. | 13 | 14 |
906 | 34.13 | radiation | 40.0 | 30 | > th | dose dependent | sin | 13 | NA |
922 | 34.14 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
950 | 34.18 | wind | 1.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
978 | 34.21 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
988 | 34.22 | temperature | 30.0 | 30 | > th | dose independent | rect. | 13 | 1 |