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Os10g0497800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Prolyl 4-hydroxylase, alpha subunit-like 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.72 | 0.273 | 10.6 | -1.17 | 0.15 | 0.543 | -0.595 | -1.23 | -0.218 | 15.8 | 20.3 | 3818 | -- | -- |
34.78 | 0.275 | 10.6 | -0.989 | 0.136 | 0.916 | -0.509 | -- | -0.154 | 15.7 | 19 | 3538 | -- | -- |
34.49 | 0.274 | 10.6 | -1.22 | 0.172 | 0.518 | -- | -1.34 | -0.234 | 16.6 | 20.6 | 3821 | -- | -- |
35.35 | 0.277 | 10.5 | -1 | 0.146 | 0.895 | -- | -- | -0.147 | 17.2 | 19.1 | 3468 | -- | -- |
35.7 | 0.278 | 10.6 | -1.19 | -- | 0.527 | -- | -1.23 | -0.221 | -- | 20.4 | 3404 | -- | -- |
46.45 | 0.32 | 10.5 | -0.521 | 0.137 | -- | -0.451 | -- | 0.0389 | 16.3 | -- | -- | -- | -- |
46.77 | 0.32 | 10.5 | -0.526 | 0.153 | -- | -- | -- | 0.0364 | 17.9 | -- | -- | -- | -- |
36.53 | 0.281 | 10.6 | -1 | -- | 0.903 | -- | -- | -0.158 | -- | 19 | 3468 | -- | -- |
50.53 | 0.331 | 10.5 | -- | 0.167 | 0.311 | -- | -- | 0.0137 | 16.4 | 22.39 | 2253 | -- | -- |
47.98 | 0.324 | 10.5 | -0.53 | -- | -- | -- | -- | 0.0329 | -- | -- | -- | -- | -- |
54.06 | 0.344 | 10.5 | -- | 0.161 | -- | -- | -- | 0.095 | 17.8 | -- | -- | -- | -- |
51.78 | 0.335 | 10.5 | -- | -- | 0.29 | -- | -- | 0.0141 | -- | 22.3 | 2007 | -- | -- |
55.4 | 0.347 | 10.5 | -- | -- | -- | -- | -- | 0.0917 | -- | -- | -- | -- | -- |
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 | 31.52 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 1 |
2 | 31.61 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 3 |
4 | 31.67 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 2 |
16 | 32.11 | temperature | 20 | 1440 | < th | dose independent | rect. | 24 | 8 |
19 | 32.13 | temperature | 20 | 1440 | > th | dose independent | rect. | 24 | 8 |
35 | 32.25 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
74 | 32.48 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 2 |
104 | 32.63 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
133 | 32.76 | temperature | 20 | 1440 | > th | dose independent | sin | 8 | NA |
143 | 32.80 | temperature | 20 | 1440 | < th | dose independent | sin | 8 | NA |
217 | 33.05 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
222 | 33.07 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
256 | 33.19 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 1 |
258 | 33.20 | temperature | 15 | 1440 | > th | dose dependent | rect. | 2 | 2 |
272 | 33.25 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 1 |
282 | 33.28 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 17 |
311 | 33.36 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
361 | 33.45 | humidity | 90 | 14400 | > th | dose dependent | sin | 5 | NA |
417 | 33.53 | radiation | 10 | 4320 | > th | dose dependent | rect. | 16 | 16 |
429 | 33.56 | humidity | 90 | 14400 | > th | dose independent | rect. | 23 | 1 |
436 | 33.57 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
466 | 33.60 | temperature | 20 | 4320 | > th | dose independent | sin | 14 | NA |
500 | 33.66 | temperature | 20 | 4320 | < th | dose independent | sin | 14 | NA |
625 | 33.83 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 20 |
677 | 33.90 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
764 | 33.97 | humidity | 90 | 14400 | > th | dose independent | rect. | 22 | 13 |
962 | 34.11 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |