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Os01g0357900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RALF.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
136.46 | 0.549 | 9.59 | -1.83 | 1.54 | 2.09 | -0.246 | -4.08 | -0.442 | 6.71 | 26.6 | 1221 | -- | -- |
148.14 | 0.567 | 9.49 | -0.986 | 1.87 | 1.91 | 0.145 | -- | -0.396 | 6.35 | 26 | 2045 | -- | -- |
136.55 | 0.544 | 9.59 | -1.82 | 1.55 | 2.11 | -- | -4.08 | -0.429 | 6.72 | 26.66 | 1202 | -- | -- |
140.42 | 0.552 | 9.49 | -0.988 | 1.6 | 1.75 | -- | -- | -0.193 | 6.75 | 27 | 1170 | -- | -- |
255.08 | 0.744 | 9.61 | -1.82 | -- | 2.04 | -- | -3.88 | -0.405 | -- | 26.63 | 1306 | -- | -- |
249.47 | 0.74 | 9.47 | -0.394 | 1.58 | -- | 0.272 | -- | -0.211 | 5.93 | -- | -- | -- | -- |
249.64 | 0.74 | 9.47 | -0.392 | 1.58 | -- | -- | -- | -0.212 | 5.96 | -- | -- | -- | -- |
256.8 | 0.746 | 9.51 | -0.885 | -- | 1.66 | -- | -- | -0.224 | -- | 26.6 | 1300 | -- | -- |
159.21 | 0.588 | 9.46 | -- | 1.51 | 1.6 | -- | -- | -0.149 | 6.61 | 26.98 | 1166 | -- | -- |
378.95 | 0.91 | 9.5 | -0.345 | -- | -- | -- | -- | -0.175 | -- | -- | -- | -- | -- |
253.69 | 0.745 | 9.46 | -- | 1.57 | -- | -- | -- | -0.168 | 5.97 | -- | -- | -- | -- |
275.6 | 0.773 | 9.47 | -- | -- | 1.48 | -- | -- | -0.0397 | -- | 27.6 | 1286 | -- | -- |
382.09 | 0.912 | 9.49 | -- | -- | -- | -- | -- | -0.137 | -- | -- | -- | -- | -- |
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 | 145.21 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
2 | 145.36 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 4 |
5 | 146.10 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 14 |
17 | 146.28 | temperature | 25 | 1440 | > th | dose dependent | rect. | 10 | 10 |
26 | 146.37 | temperature | 25 | 1440 | > th | dose dependent | sin | 21 | NA |
93 | 147.06 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 22 |
121 | 147.32 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 1 |
140 | 147.45 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 21 |
141 | 147.45 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 23 |
160 | 147.58 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
206 | 148.03 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 23 |
250 | 148.85 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 22 |
258 | 148.97 | wind | 3 | 43200 | > th | dose dependent | rect. | 2 | 14 |
266 | 149.08 | wind | 3 | 43200 | > th | dose dependent | rect. | 24 | 16 |
273 | 149.14 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 22 |
297 | 149.67 | wind | 3 | 43200 | > th | dose dependent | sin | 3 | NA |
299 | 149.72 | wind | 5 | 43200 | < th | dose independent | rect. | 3 | 13 |
308 | 149.89 | wind | 5 | 43200 | > th | dose independent | rect. | 3 | 13 |
321 | 150.10 | wind | 5 | 43200 | < th | dose independent | sin | 2 | NA |
326 | 150.30 | wind | 5 | 43200 | > th | dose independent | sin | 2 | NA |
328 | 150.32 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 1 |
331 | 150.39 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 5 |
346 | 150.40 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 15 |
355 | 150.46 | wind | 5 | 43200 | < th | dose independent | rect. | 24 | 17 |
363 | 150.54 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 5 |
376 | 150.66 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 3 |
384 | 150.77 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 14 |
385 | 150.77 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 22 |
399 | 150.80 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 22 |
400 | 150.80 | wind | 3 | 43200 | > th | dose dependent | rect. | 20 | 20 |
424 | 151.07 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 7 |
428 | 151.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 19 |
431 | 151.11 | wind | 7 | 43200 | > th | dose independent | rect. | 19 | 21 |
445 | 151.18 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
456 | 151.23 | wind | 7 | 43200 | < th | dose independent | rect. | 19 | 21 |
473 | 151.52 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 17 |
476 | 151.52 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 20 |
483 | 151.52 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 23 |
507 | 151.56 | temperature | 30 | 1440 | < th | dose independent | sin | 20 | NA |
508 | 151.56 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
521 | 151.57 | temperature | 30 | 1440 | < th | dose independent | rect. | 3 | 23 |
623 | 151.74 | wind | 5 | 43200 | > th | dose dependent | rect. | 24 | 22 |
646 | 151.78 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
700 | 151.87 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 22 |
718 | 151.96 | wind | 5 | 43200 | < th | dose independent | rect. | 15 | 23 |
775 | 152.13 | temperature | 30 | 1440 | > th | dose independent | sin | 19 | NA |
793 | 152.18 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 7 |
798 | 152.18 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |
832 | 152.26 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
911 | 152.26 | wind | 5 | 43200 | > th | dose independent | rect. | 15 | 23 |
954 | 152.31 | wind | 5 | 43200 | > th | dose dependent | rect. | 9 | 23 |
962 | 152.34 | wind | 5 | 43200 | > th | dose dependent | rect. | 7 | 23 |