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Os03g0757600 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
146.6 | 0.569 | 3.22 | 0.0785 | 0.186 | -0.67 | -0.631 | -1.17 | 0.0519 | 7.99 | 21.05 | 5744 | -- | -- |
147.99 | 0.567 | 3.17 | 0.246 | 0.174 | -0.473 | -0.587 | -- | 0.0978 | 7.92 | 21.3 | 3754 | -- | -- |
147.68 | 0.566 | 3.22 | 0.0461 | 0.184 | -0.646 | -- | -1.14 | 0.05 | 7.38 | 21.1 | 5672 | -- | -- |
149 | 0.569 | 3.17 | 0.223 | 0.182 | -0.467 | -- | -- | 0.0902 | 7.17 | 21.27 | 3522 | -- | -- |
149.49 | 0.569 | 3.22 | 0.0456 | -- | -0.647 | -- | -1.15 | 0.0544 | -- | 21.2 | 6431 | -- | -- |
153.26 | 0.58 | 3.2 | -0.0262 | 0.186 | -- | -0.601 | -- | -0.0554 | 8.17 | -- | -- | -- | -- |
154.31 | 0.582 | 3.2 | -0.0449 | 0.192 | -- | -- | -- | -0.0558 | 7.57 | -- | -- | -- | -- |
150.73 | 0.572 | 3.17 | 0.232 | -- | -0.477 | -- | -- | 0.0993 | -- | 21.2 | 3522 | -- | -- |
149.63 | 0.57 | 3.18 | -- | 0.194 | -0.346 | -- | -- | 0.0587 | 6.99 | 22.2 | 2591 | -- | -- |
156.28 | 0.584 | 3.21 | -0.0422 | -- | -- | -- | -- | -0.0528 | -- | -- | -- | -- | -- |
154.37 | 0.581 | 3.2 | -- | 0.191 | -- | -- | -- | -0.0508 | 7.59 | -- | -- | -- | -- |
151.59 | 0.573 | 3.18 | -- | -- | -0.343 | -- | -- | 0.0663 | -- | 22.3 | 3455 | -- | -- |
156.33 | 0.584 | 3.21 | -- | -- | -- | -- | -- | -0.0482 | -- | -- | -- | -- | -- |
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 | 140.70 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 1 |
3 | 143.35 | temperature | 25.0 | 90 | > th | dose independent | rect. | 1 | 1 |
4 | 144.61 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
5 | 144.61 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
8 | 144.73 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
11 | 144.84 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
12 | 144.86 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
13 | 144.94 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
17 | 144.97 | atmosphere | 995.0 | 720 | < th | dose independent | rect. | 14 | 1 |
58 | 144.97 | atmosphere | 995.0 | 720 | < th | dose dependent | rect. | 14 | 1 |
100 | 144.99 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 24 | 2 |
126 | 145.19 | humidity | 90.0 | 30 | > th | dose independent | rect. | 2 | 1 |
130 | 145.20 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
133 | 145.20 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
137 | 145.20 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
139 | 145.20 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
144 | 145.20 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
145 | 145.20 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
146 | 145.20 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
151 | 145.20 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
154 | 145.23 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
155 | 145.23 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
160 | 145.26 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
161 | 145.26 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
167 | 145.34 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 7 |
175 | 145.41 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 11 | 12 |
176 | 145.42 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 7 |
181 | 145.44 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 11 | 12 |
183 | 145.45 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 21 | 2 |
186 | 145.49 | temperature | 20.0 | 4320 | > th | dose independent | sin | 19 | NA |
194 | 145.52 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 19 | 4 |
200 | 145.58 | temperature | 20.0 | 4320 | < th | dose independent | sin | 19 | NA |
205 | 145.67 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 23 | 6 |
222 | 145.81 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 16 | 7 |
224 | 145.83 | humidity | 90.0 | 90 | < th | dose independent | rect. | 1 | 4 |
238 | 145.89 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
246 | 145.92 | atmosphere | 995.0 | 720 | < th | dose independent | sin | 6 | NA |
258 | 145.97 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 19 | 1 |
310 | 146.13 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 4 |
317 | 146.15 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
356 | 146.28 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 5 |
377 | 146.34 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
381 | 146.35 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 19 | 1 |
421 | 146.46 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 17 | 1 |
432 | 146.48 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
448 | 146.53 | atmosphere | 995.0 | 720 | < th | dose dependent | sin | 7 | NA |
472 | 146.59 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
523 | 146.67 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 3 | 1 |
571 | 146.72 | temperature | 20.0 | 4320 | < th | dose dependent | sin | 19 | NA |
591 | 146.75 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 10 | 10 |
599 | 146.77 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
600 | 146.77 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
603 | 146.77 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
607 | 146.77 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
616 | 146.77 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
617 | 146.77 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
637 | 146.77 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 6 |
640 | 146.77 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 16 |
643 | 146.77 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
688 | 146.81 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 1 | 5 |
734 | 146.90 | atmosphere | 1015.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
750 | 146.90 | atmosphere | 1015.0 | 1440 | > th | dose dependent | rect. | 10 | 1 |
754 | 146.90 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
771 | 146.91 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
813 | 146.98 | atmosphere | 995.0 | 720 | > th | dose independent | sin | 4 | NA |
829 | 147.00 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
875 | 147.07 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 17 | 19 |
880 | 147.08 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 17 | 17 |
894 | 147.09 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 2 | 1 |
961 | 147.15 | temperature | 20.0 | 4320 | > th | dose independent | no | NA | NA |
978 | 147.16 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 11 | 23 |