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Os09g0517900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
393.62 | 0.932 | 8.01 | 0.79 | 2.13 | -2.82 | 2.9 | 2.68 | 0.778 | 21.1 | 25.73 | 1314 | -- | -- |
396.22 | 0.927 | 8.11 | 0.0945 | 2.26 | -2.54 | 2.95 | -- | 0.527 | 21.1 | 26.25 | 1260 | -- | -- |
422.5 | 0.957 | 7.98 | 0.888 | 2.11 | -2.88 | -- | 3.42 | 0.82 | 21.2 | 25.71 | 1316 | -- | -- |
425.79 | 0.961 | 8.11 | -0.0258 | 2.08 | -2.47 | -- | -- | 0.575 | 21.2 | 25.95 | 1337 | -- | -- |
666.73 | 1.2 | 7.93 | 0.879 | -- | -2.67 | -- | 3.09 | 0.814 | -- | 25.64 | 1424 | -- | -- |
660.38 | 1.2 | 8.14 | -0.756 | 2.02 | -- | 3.13 | -- | 0.41 | 20.4 | -- | -- | -- | -- |
690.86 | 1.23 | 8.14 | -0.854 | 2.01 | -- | -- | -- | 0.409 | 20.5 | -- | -- | -- | -- |
667.51 | 1.2 | 8.05 | -0.0281 | -- | -2.3 | -- | -- | 0.553 | -- | 25.95 | 1428 | -- | -- |
425.78 | 0.961 | 8.1 | -- | 2.08 | -2.48 | -- | -- | 0.58 | 21.1 | 25.93 | 1337 | -- | -- |
916.99 | 1.41 | 8.08 | -0.863 | -- | -- | -- | -- | 0.39 | -- | -- | -- | -- | -- |
710.1 | 1.25 | 8.12 | -- | 2.01 | -- | -- | -- | 0.504 | 20.5 | -- | -- | -- | -- |
667.52 | 1.2 | 8.04 | -- | -- | -2.3 | -- | -- | 0.574 | -- | 25.9 | 1428 | -- | -- |
936.63 | 1.43 | 8.06 | -- | -- | -- | -- | -- | 0.485 | -- | -- | -- | -- | -- |
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 | 395.20 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 7 |
3 | 395.64 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 10 |
10 | 396.07 | temperature | 25 | 1440 | > th | dose dependent | rect. | 23 | 18 |
46 | 397.14 | temperature | 25 | 1440 | > th | dose dependent | sin | 0 | NA |
55 | 397.40 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
101 | 399.27 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 19 |
116 | 399.50 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 17 |
118 | 399.50 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 23 |
166 | 400.06 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 23 |
176 | 400.19 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
206 | 401.17 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 23 |
215 | 402.09 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 4 |
280 | 406.69 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 2 |
301 | 407.81 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 1 |
311 | 409.18 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 13 |
316 | 409.69 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 13 |
317 | 409.88 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 2 |
321 | 410.52 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 6 |
323 | 410.56 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
333 | 410.60 | humidity | 70 | 14400 | > th | dose independent | rect. | 18 | 10 |
356 | 412.19 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 1 |
392 | 413.51 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 1 |
401 | 413.98 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 4 |
427 | 414.73 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 3 |
436 | 415.05 | humidity | 80 | 1440 | < th | dose independent | rect. | 7 | 7 |
693 | 417.53 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 6 |
712 | 418.27 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 15 |
721 | 418.58 | temperature | 25 | 720 | > th | dose dependent | sin | 10 | NA |
772 | 419.47 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 6 |
803 | 421.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 12 |
804 | 421.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 20 |
805 | 421.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 23 |
809 | 421.25 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 2 |
834 | 421.48 | temperature | 25 | 14400 | > th | dose independent | rect. | 19 | 1 |
835 | 421.52 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 19 |
840 | 421.71 | temperature | 25 | 14400 | < th | dose independent | rect. | 19 | 1 |
846 | 421.95 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 22 |
848 | 422.08 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 14 |
863 | 422.19 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 10 |
865 | 422.19 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 17 |
882 | 422.34 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
920 | 422.83 | temperature | 30 | 1440 | < th | dose independent | sin | 0 | NA |
983 | 423.41 | temperature | 25 | 14400 | > th | dose dependent | rect. | 17 | 1 |
985 | 423.48 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 19 |