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Os03g0178400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Epoxide hydrolase 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
242.06 | 0.731 | 7.73 | -0.119 | 5.89 | 0.511 | 0.56 | 5.04 | -0.495 | 7.73 | 0.9168 | 4648 | -- | -- |
251.92 | 0.739 | 7.68 | -0.21 | 5.82 | 1.19 | 0.688 | -- | -0.598 | 7.78 | 1.369 | 6489 | -- | -- |
242.94 | 0.726 | 7.73 | -0.114 | 5.89 | 0.483 | -- | 4.92 | -0.492 | 7.73 | 0.9904 | 4648 | -- | -- |
252.18 | 0.74 | 7.68 | -0.298 | 5.86 | 1.11 | -- | -- | -0.579 | 7.76 | 1.499 | 6509 | -- | -- |
2095.29 | 2.13 | 7.89 | -0.109 | -- | 1.06 | -- | 3.79 | -0.485 | -- | 2.082 | 1923 | -- | -- |
283.71 | 0.79 | 7.64 | -0.525 | 5.88 | -- | 0.496 | -- | -0.434 | 7.75 | -- | -- | -- | -- |
284.42 | 0.79 | 7.65 | -0.513 | 5.88 | -- | -- | -- | -0.435 | 7.75 | -- | -- | -- | -- |
2094.88 | 2.13 | 7.85 | 0.207 | -- | 2.17 | -- | -- | -0.488 | -- | 7.036 | 1925 | -- | -- |
254.51 | 0.743 | 7.68 | -- | 5.89 | 1.17 | -- | -- | -0.59 | 7.75 | 1.5 | 6509 | -- | -- |
2155.16 | 2.17 | 7.79 | -0.439 | -- | -- | -- | -- | -0.351 | -- | -- | -- | -- | -- |
291.34 | 0.798 | 7.63 | -- | 5.88 | -- | -- | -- | -0.378 | 7.75 | -- | -- | -- | -- |
2094.66 | 2.13 | 7.83 | -- | -- | 2.18 | -- | -- | -0.508 | -- | 19.02 | 1925 | -- | -- |
2160.24 | 2.17 | 7.78 | -- | -- | -- | -- | -- | -0.302 | -- | -- | -- | -- | -- |
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 | 222.30 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 4 |
9 | 225.07 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 4 | 1 |
15 | 225.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 3 |
16 | 225.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 3 |
17 | 225.90 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 3 |
21 | 226.10 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
22 | 226.13 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
23 | 226.13 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
24 | 226.17 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
25 | 226.20 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 10 |
26 | 226.20 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 10 |
30 | 226.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 10 |
32 | 226.50 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 3 |
34 | 226.52 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
35 | 226.59 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
37 | 226.59 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
41 | 226.71 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 5 |
60 | 227.42 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 4 |
61 | 227.48 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
62 | 227.50 | wind | 1.0 | 14400 | > th | dose independent | rect. | 3 | 4 |
64 | 227.61 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
66 | 227.70 | wind | 1.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
70 | 228.00 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 8 |
77 | 228.30 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 4 |
78 | 228.45 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 4 |
79 | 228.45 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 6 |
90 | 228.87 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
103 | 229.36 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
106 | 229.41 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 8 |
117 | 229.65 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
131 | 230.08 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 2 |
137 | 230.28 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 14 |
139 | 230.29 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 15 |
143 | 230.35 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 15 |
144 | 230.35 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 15 |
147 | 230.43 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 14 |
149 | 230.43 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 14 |
158 | 230.53 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 0 | NA |
162 | 230.61 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
164 | 230.61 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
180 | 230.78 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 16 |
181 | 230.78 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 16 |
182 | 230.78 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 16 |
228 | 231.20 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 1 |
236 | 231.30 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
239 | 231.32 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 16 |
242 | 231.35 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 2 | NA |
265 | 231.63 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 8 |
271 | 231.66 | wind | 3.0 | 43200 | < th | dose dependent | sin | 7 | NA |
279 | 231.72 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 8 |
281 | 231.72 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 8 |
282 | 231.72 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 12 |
286 | 231.75 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
310 | 232.00 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
327 | 232.12 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 17 |
373 | 232.65 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 4 |
413 | 233.05 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
417 | 233.11 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 12 |
456 | 233.40 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
548 | 234.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 8 |
550 | 234.29 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 9 |
643 | 234.96 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 11 |
661 | 235.08 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 8 |
704 | 235.28 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
732 | 235.42 | wind | 3.0 | 43200 | < th | dose independent | sin | 4 | NA |
878 | 236.27 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 8 |
888 | 236.31 | wind | 1.0 | 14400 | > th | dose independent | sin | 8 | NA |
916 | 236.42 | wind | 3.0 | 43200 | > th | dose independent | sin | 4 | NA |
986 | 236.65 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |