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Os01g0810800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, putative npRNA.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65.22 | 0.379 | 3.05 | -0.329 | 0.0823 | 0.913 | 0.116 | -8.79 | 0.00125 | 11.5 | 30.5 | 20 | -- | -- |
72.25 | 0.399 | 2.99 | 0.236 | 0.0991 | -0.191 | 0.0632 | -- | -0.00666 | 11.4 | 34.1 | 21 | -- | -- |
65.21 | 0.376 | 3.04 | -0.306 | 0.0813 | 0.919 | -- | -8.79 | 0.00227 | 11.2 | 30.7 | 19 | -- | -- |
70.96 | 0.392 | 2.99 | 0.25 | 0.091 | -0.151 | -- | -- | 0.00396 | 11.8 | 33.8 | 30299 | -- | -- |
65.62 | 0.377 | 3.04 | -0.311 | -- | 0.941 | -- | -8.85 | 0.00412 | -- | 30.7 | 19 | -- | -- |
72.38 | 0.399 | 2.99 | 0.233 | 0.096 | -- | 0.0566 | -- | -0.00499 | 11.1 | -- | -- | -- | -- |
72.39 | 0.398 | 2.99 | 0.235 | 0.0957 | -- | -- | -- | -0.00479 | 11.1 | -- | -- | -- | -- |
70.19 | 0.39 | 2.97 | 0.445 | -- | -0.268 | -- | -- | 0.149 | -- | 32.2 | 32300 | -- | -- |
73.15 | 0.398 | 2.98 | -- | 0.0901 | -0.113 | -- | -- | 0.0121 | 11 | 32.55 | 28877 | -- | -- |
72.96 | 0.399 | 2.99 | 0.233 | -- | -- | -- | -- | -0.0056 | -- | -- | -- | -- | -- |
73.85 | 0.402 | 2.99 | -- | 0.0936 | -- | -- | -- | -0.031 | 11 | -- | -- | -- | -- |
73.66 | 0.4 | 2.99 | -- | -- | -0.116 | -- | -- | 0.0112 | -- | 32.6 | 28872 | -- | -- |
74.4 | 0.403 | 3 | -- | -- | -- | -- | -- | -0.0315 | -- | -- | -- | -- | -- |
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 | 63.40 | wind | 5 | 10 | > th | dose independent | rect. | 10 | 1 |
5 | 63.40 | wind | 5 | 10 | > th | dose dependent | rect. | 10 | 1 |
9 | 63.44 | humidity | 90 | 90 | > th | dose independent | rect. | 8 | 1 |
11 | 63.50 | wind | 7 | 90 | > th | dose dependent | rect. | 8 | 1 |
12 | 63.58 | humidity | 90 | 90 | > th | dose dependent | rect. | 8 | 1 |
14 | 63.62 | wind | 7 | 90 | > th | dose independent | rect. | 8 | 1 |
35 | 64.28 | wind | 9 | 90 | > th | dose dependent | rect. | 22 | 12 |
52 | 64.85 | temperature | 30 | 10 | > th | dose dependent | rect. | 11 | 1 |
59 | 64.92 | temperature | 30 | 10 | > th | dose independent | rect. | 11 | 1 |
95 | 65.20 | temperature | 30 | 90 | > th | dose independent | rect. | 11 | 1 |
178 | 65.75 | temperature | 30 | 10 | > th | dose independent | rect. | 16 | 20 |
183 | 65.78 | temperature | 30 | 10 | > th | dose dependent | sin | 7 | NA |
198 | 66.05 | temperature | 30 | 10 | > th | dose independent | rect. | 14 | 22 |
279 | 66.57 | temperature | 30 | 30 | > th | dose independent | sin | 8 | NA |
380 | 67.14 | temperature | 30 | 10 | > th | dose dependent | rect. | 14 | 23 |
426 | 67.56 | temperature | 30 | 30 | < th | dose independent | sin | 8 | NA |
568 | 68.21 | humidity | 70 | 14400 | > th | dose independent | rect. | 4 | 4 |
579 | 68.25 | humidity | 70 | 14400 | > th | dose independent | rect. | 6 | 2 |
631 | 68.30 | humidity | 70 | 14400 | < th | dose independent | rect. | 7 | 1 |
633 | 68.32 | humidity | 70 | 14400 | < th | dose dependent | rect. | 7 | 2 |
655 | 68.33 | temperature | 30 | 10 | > th | dose dependent | no | NA | NA |
776 | 68.39 | wind | 1 | 90 | < th | dose dependent | rect. | 6 | 16 |
802 | 68.51 | humidity | 60 | 14400 | > th | dose independent | rect. | 20 | 13 |
823 | 68.55 | humidity | 60 | 14400 | < th | dose independent | rect. | 20 | 13 |
836 | 68.58 | humidity | 50 | 14400 | > th | dose independent | rect. | 11 | 1 |
848 | 68.62 | humidity | 50 | 14400 | < th | dose independent | rect. | 10 | 2 |
855 | 68.64 | humidity | 50 | 14400 | > th | dose independent | rect. | 4 | 8 |
860 | 68.64 | humidity | 50 | 14400 | < th | dose dependent | rect. | 11 | 1 |
862 | 68.65 | humidity | 50 | 14400 | > th | dose independent | rect. | 6 | 6 |
895 | 68.70 | humidity | 90 | 4320 | > th | dose independent | rect. | 3 | 2 |
925 | 68.77 | humidity | 50 | 14400 | > th | dose independent | sin | 8 | NA |
946 | 68.80 | wind | 7 | 14400 | > th | dose independent | rect. | 23 | 2 |
956 | 68.83 | humidity | 50 | 14400 | < th | dose independent | sin | 8 | NA |