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Os04g0272200 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
249.3 | 0.742 | 7.02 | -0.167 | 0.715 | 2.25 | 2.16 | -2.5 | -0.289 | 3.05 | 83.32 | 1213 | -- | -- |
256.61 | 0.746 | 6.99 | 0.0695 | 0.692 | 2.12 | 2.03 | -- | -0.255 | 3.4 | 84.32 | 1186 | -- | -- |
262.76 | 0.755 | 7.01 | -0.199 | 0.746 | 2.22 | -- | -1.91 | -0.271 | 2.49 | 81.84 | 1230 | -- | -- |
265.91 | 0.759 | 6.99 | -0.00873 | 0.768 | 2.05 | -- | -- | -0.254 | 2.11 | 82.47 | 1254 | -- | -- |
290.13 | 0.793 | 7.01 | -0.14 | -- | 2.56 | -- | -1.79 | -0.285 | -- | 85 | 1183 | -- | -- |
345.82 | 0.872 | 7 | 0.36 | 1.12 | -- | 1.82 | -- | -0.298 | 2.2 | -- | -- | -- | -- |
357.68 | 0.886 | 7.01 | 0.309 | 1.12 | -- | -- | -- | -0.307 | 1.89 | -- | -- | -- | -- |
294.18 | 0.799 | 6.99 | 0.0196 | -- | 2.43 | -- | -- | -0.253 | -- | 85 | 1180 | -- | -- |
265.88 | 0.759 | 7 | -- | 0.782 | 2.03 | -- | -- | -0.256 | 2.11 | 82.68 | 1260 | -- | -- |
433.15 | 0.972 | 7 | 0.355 | -- | -- | -- | -- | -0.281 | -- | -- | -- | -- | -- |
360.19 | 0.888 | 7.02 | -- | 1.12 | -- | -- | -- | -0.342 | 1.9 | -- | -- | -- | -- |
294.19 | 0.799 | 6.99 | -- | -- | 2.43 | -- | -- | -0.255 | -- | 85 | 1180 | -- | -- |
436.47 | 0.975 | 7.01 | -- | -- | -- | -- | -- | -0.321 | -- | -- | -- | -- | -- |
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 | 251.00 | humidity | 80 | 1440 | < th | dose independent | rect. | 2 | 14 |
21 | 252.79 | humidity | 80 | 1440 | > th | dose independent | rect. | 2 | 14 |
30 | 253.62 | humidity | 80 | 1440 | < th | dose independent | sin | 2 | NA |
46 | 255.57 | humidity | 60 | 14400 | > th | dose independent | rect. | 3 | 5 |
64 | 256.52 | humidity | 80 | 1440 | > th | dose independent | sin | 2 | NA |
74 | 257.16 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 5 |
83 | 258.23 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 1 |
84 | 258.23 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
85 | 258.23 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 5 |
94 | 258.64 | humidity | 80 | 1440 | < th | dose dependent | rect. | 23 | 18 |
95 | 258.66 | humidity | 80 | 1440 | < th | dose dependent | rect. | 21 | 20 |
136 | 259.75 | humidity | 80 | 1440 | < th | dose dependent | rect. | 11 | 23 |
168 | 260.46 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 3 |
210 | 261.11 | humidity | 80 | 1440 | < th | dose dependent | sin | 0 | NA |
232 | 261.37 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 4 |
233 | 261.37 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 4 |
240 | 261.42 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
246 | 261.46 | humidity | 80 | 1440 | < th | dose dependent | rect. | 5 | 23 |
252 | 261.51 | humidity | 90 | 1440 | < th | dose dependent | rect. | 15 | 1 |
266 | 261.60 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 1 |
286 | 261.70 | radiation | 10 | 1440 | < th | dose dependent | rect. | 13 | 3 |
337 | 262.01 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 7 |
407 | 262.70 | humidity | 50 | 1440 | > th | dose dependent | rect. | 3 | 14 |
427 | 262.90 | humidity | 50 | 1440 | > th | dose dependent | rect. | 15 | 1 |
439 | 263.03 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 20 |
443 | 263.06 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
444 | 263.06 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
497 | 263.38 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 1 |
559 | 263.97 | humidity | 50 | 1440 | > th | dose dependent | sin | 23 | NA |
633 | 264.61 | humidity | 60 | 14400 | > th | dose independent | rect. | 1 | 7 |
660 | 264.82 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 16 |
675 | 264.90 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 14 |
694 | 264.98 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 12 |
736 | 265.23 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 6 |
770 | 265.54 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 3 |
797 | 265.71 | radiation | 1 | 1440 | > th | dose independent | rect. | 9 | 6 |
826 | 265.92 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 1 |
833 | 265.96 | humidity | 50 | 1440 | > th | dose dependent | rect. | 9 | 12 |
870 | 266.36 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 22 |
889 | 266.44 | humidity | 50 | 1440 | > th | dose dependent | rect. | 7 | 15 |
892 | 266.48 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 3 |
994 | 267.38 | humidity | 80 | 1440 | < th | dose independent | rect. | 11 | 3 |