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Os11g0582300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to GTP-binding protein-like; root hair defective 3 protein-like.
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59.74 | 0.363 | 9.8 | 1.03 | 0.246 | 0.639 | -0.223 | 0.686 | 0.36 | 14.8 | 69 | 1246 | -- | -- |
60.26 | 0.362 | 9.81 | 0.944 | 0.253 | 0.683 | -0.324 | -- | 0.384 | 14.6 | 68.82 | 1230 | -- | -- |
59.86 | 0.36 | 9.8 | 1.03 | 0.254 | 0.644 | -- | 0.75 | 0.36 | 14.6 | 69 | 1224 | -- | -- |
60.62 | 0.363 | 9.81 | 0.935 | 0.258 | 0.694 | -- | -- | 0.385 | 14.5 | 68.84 | 1217 | -- | -- |
63.05 | 0.37 | 9.8 | 1.02 | -- | 0.578 | -- | 0.663 | 0.388 | -- | 69 | 1315 | -- | -- |
77.64 | 0.413 | 9.81 | 1.09 | 0.115 | -- | -0.454 | -- | 0.388 | 15.4 | -- | -- | -- | -- |
78.17 | 0.414 | 9.81 | 1.08 | 0.125 | -- | -- | -- | 0.385 | 16.8 | -- | -- | -- | -- |
63.85 | 0.372 | 9.81 | 0.941 | -- | 0.615 | -- | -- | 0.38 | -- | 68 | 1324 | -- | -- |
83.04 | 0.424 | 9.83 | -- | 0.251 | 0.808 | -- | -- | 0.309 | 14.8 | 68.2 | 1241 | -- | -- |
79 | 0.415 | 9.81 | 1.07 | -- | -- | -- | -- | 0.382 | -- | -- | -- | -- | -- |
108.87 | 0.488 | 9.84 | -- | 0.106 | -- | -- | -- | 0.265 | 17.1 | -- | -- | -- | -- |
86.23 | 0.432 | 9.83 | -- | -- | 0.749 | -- | -- | 0.277 | -- | 68.37 | 1331 | -- | -- |
109.46 | 0.488 | 9.83 | -- | -- | -- | -- | -- | 0.263 | -- | -- | -- | -- | -- |
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 | 54.28 | wind | 9 | 43200 | > th | dose independent | rect. | 12 | 4 |
2 | 54.28 | wind | 9 | 43200 | > th | dose dependent | rect. | 12 | 4 |
6 | 54.53 | wind | 9 | 43200 | > th | dose independent | rect. | 12 | 2 |
7 | 54.53 | wind | 9 | 43200 | > th | dose independent | rect. | 14 | 2 |
18 | 54.94 | wind | 9 | 43200 | < th | dose independent | rect. | 11 | 5 |
42 | 55.92 | wind | 9 | 14400 | < th | dose independent | rect. | 18 | 19 |
43 | 55.93 | wind | 9 | 43200 | > th | dose independent | rect. | 3 | 12 |
48 | 56.01 | wind | 9 | 43200 | > th | dose independent | rect. | 24 | 15 |
52 | 56.04 | wind | 9 | 43200 | > th | dose independent | rect. | 11 | 9 |
54 | 56.08 | wind | 9 | 43200 | < th | dose independent | rect. | 3 | 12 |
60 | 56.15 | wind | 9 | 43200 | < th | dose independent | rect. | 24 | 15 |
64 | 56.18 | wind | 9 | 14400 | > th | dose independent | rect. | 19 | 18 |
74 | 56.26 | wind | 7 | 14400 | > th | dose dependent | rect. | 20 | 17 |
107 | 56.53 | wind | 9 | 43200 | > th | dose dependent | rect. | 11 | 9 |
166 | 57.08 | wind | 9 | 43200 | > th | dose independent | rect. | 19 | 21 |
175 | 57.16 | wind | 3 | 14400 | > th | dose dependent | rect. | 24 | 13 |
204 | 57.46 | wind | 1 | 14400 | > th | dose dependent | rect. | 3 | 1 |
205 | 57.48 | wind | 7 | 43200 | > th | dose dependent | rect. | 3 | 13 |
208 | 57.49 | wind | 9 | 14400 | < th | dose dependent | rect. | 3 | 1 |
212 | 57.51 | wind | 9 | 43200 | > th | dose independent | sin | 2 | NA |
224 | 57.56 | radiation | 40 | 43200 | < th | dose independent | rect. | 10 | 1 |
225 | 57.58 | humidity | 80 | 1440 | < th | dose independent | rect. | 7 | 2 |
230 | 57.61 | wind | 7 | 43200 | > th | dose dependent | rect. | 24 | 16 |
233 | 57.63 | wind | 9 | 43200 | < th | dose independent | sin | 2 | NA |
248 | 57.67 | wind | 9 | 43200 | < th | dose independent | rect. | 19 | 21 |
254 | 57.73 | wind | 9 | 43200 | > th | dose independent | rect. | 11 | 19 |
261 | 57.77 | wind | 9 | 43200 | > th | dose independent | rect. | 11 | 14 |
263 | 57.77 | wind | 1 | 43200 | < th | dose dependent | rect. | 18 | 12 |
305 | 58.00 | wind | 3 | 43200 | < th | dose independent | rect. | 2 | 1 |
315 | 58.04 | wind | 3 | 14400 | > th | dose independent | rect. | 3 | 1 |
324 | 58.06 | wind | 1 | 43200 | < th | dose dependent | rect. | 20 | 10 |
334 | 58.12 | radiation | 40 | 43200 | > th | dose dependent | rect. | 10 | 1 |
360 | 58.26 | wind | 3 | 14400 | > th | dose dependent | sin | 6 | NA |
369 | 58.28 | humidity | 80 | 43200 | < th | dose dependent | rect. | 3 | 4 |
373 | 58.30 | wind | 9 | 43200 | < th | dose independent | rect. | 11 | 19 |
387 | 58.36 | wind | 9 | 43200 | < th | dose independent | rect. | 11 | 14 |
413 | 58.42 | wind | 7 | 43200 | > th | dose dependent | sin | 2 | NA |
418 | 58.43 | wind | 9 | 43200 | < th | dose independent | rect. | 24 | 20 |
427 | 58.47 | wind | 3 | 43200 | > th | dose independent | rect. | 20 | 11 |
490 | 58.65 | humidity | 80 | 1440 | > th | dose independent | rect. | 7 | 2 |
515 | 58.73 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 20 |
518 | 58.74 | wind | 9 | 14400 | < th | dose independent | sin | 8 | NA |
545 | 58.80 | humidity | 80 | 1440 | < th | dose dependent | rect. | 17 | 18 |
574 | 58.86 | radiation | 40 | 43200 | > th | dose independent | rect. | 10 | 1 |
575 | 58.86 | wind | 3 | 43200 | < th | dose independent | rect. | 20 | 11 |
592 | 58.90 | radiation | 10 | 43200 | < th | dose independent | rect. | 5 | 2 |
617 | 58.94 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 15 |
625 | 58.95 | wind | 9 | 43200 | > th | dose dependent | rect. | 11 | 19 |
629 | 58.96 | radiation | 10 | 43200 | < th | dose independent | rect. | 1 | 6 |
630 | 58.96 | radiation | 10 | 43200 | < th | dose independent | rect. | 20 | 11 |
660 | 59.01 | wind | 3 | 43200 | > th | dose independent | rect. | 20 | 14 |
697 | 59.10 | wind | 5 | 14400 | < th | dose independent | rect. | 1 | 12 |
730 | 59.14 | radiation | 1 | 43200 | > th | dose dependent | rect. | 4 | 2 |
747 | 59.16 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 1 |
748 | 59.16 | humidity | 80 | 43200 | < th | dose dependent | rect. | 21 | 10 |
750 | 59.17 | wind | 3 | 43200 | > th | dose independent | rect. | 6 | 1 |
756 | 59.18 | wind | 9 | 43200 | > th | dose independent | no | NA | NA |
758 | 59.18 | wind | 3 | 43200 | < th | dose independent | rect. | 21 | 8 |
785 | 59.21 | wind | 1 | 43200 | < th | dose dependent | rect. | 23 | 5 |
846 | 59.31 | wind | 3 | 43200 | < th | dose independent | rect. | 20 | 14 |
851 | 59.32 | wind | 3 | 43200 | > th | dose independent | sin | 8 | NA |
856 | 59.32 | wind | 1 | 43200 | < th | dose dependent | sin | 11 | NA |
858 | 59.33 | wind | 3 | 43200 | > th | dose independent | rect. | 23 | 15 |
901 | 59.39 | wind | 9 | 43200 | > th | dose independent | rect. | 13 | 23 |
953 | 59.45 | wind | 9 | 14400 | < th | dose independent | rect. | 14 | 23 |
967 | 59.48 | wind | 9 | 43200 | < th | dose independent | no | NA | NA |
968 | 59.48 | wind | 5 | 14400 | > th | dose independent | rect. | 1 | 12 |