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Os02g0664200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to UDP-glucose:glycoprotein glucosyltransferase 1 precursor (EC 2.4.1.-) (UDP-glucose ceramide glucosyltransferase-like 1) (UDP-- Glc:glycoprotein glucosyltransferase) (HUGT1).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.17 | 0.221 | 12.6 | 0.142 | 0.27 | 0.546 | -0.00282 | -1.25 | 0.392 | 0.199 | 93.72 | 283 | -- | -- |
23.41 | 0.225 | 12.6 | 0.129 | 0.269 | 0.546 | -0.0189 | -- | 0.388 | 0.0288 | 93.79 | 282 | -- | -- |
22.17 | 0.219 | 12.6 | 0.144 | 0.267 | 0.563 | -- | -1.27 | 0.392 | 0.197 | 93.79 | 277 | -- | -- |
23.42 | 0.225 | 12.6 | 0.126 | 0.27 | 0.546 | -- | -- | 0.387 | 0.0237 | 93.77 | 282 | -- | -- |
26.35 | 0.239 | 12.6 | 0.128 | -- | 0.541 | -- | -1.22 | 0.402 | -- | 93.44 | 181 | -- | -- |
25.6 | 0.237 | 12.6 | 0.147 | 0.302 | -- | 0.00247 | -- | 0.345 | 1.48 | -- | -- | -- | -- |
25.6 | 0.237 | 12.6 | 0.147 | 0.302 | -- | -- | -- | 0.345 | 1.48 | -- | -- | -- | -- |
27.57 | 0.245 | 12.5 | 0.147 | -- | 0.428 | -- | -- | 0.417 | -- | 92.32 | 219 | -- | -- |
23.83 | 0.227 | 12.6 | -- | 0.269 | 0.544 | -- | -- | 0.377 | 24 | 93.63 | 282 | -- | -- |
31.21 | 0.261 | 12.6 | 0.159 | -- | -- | -- | -- | 0.351 | -- | -- | -- | -- | -- |
26.17 | 0.239 | 12.6 | -- | 0.305 | -- | -- | -- | 0.328 | 1.5 | -- | -- | -- | -- |
27.39 | 0.244 | 12.5 | -- | -- | 0.362 | -- | -- | 0.399 | -- | 89.72 | 171 | -- | -- |
31.88 | 0.264 | 12.6 | -- | -- | -- | -- | -- | 0.333 | -- | -- | -- | -- | -- |
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 | 22.19 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
2 | 22.24 | radiation | 1 | 1440 | > th | dose independent | rect. | 12 | 1 |
4 | 22.35 | radiation | 1 | 1440 | < th | dose independent | rect. | 12 | 1 |
5 | 22.35 | radiation | 1 | 1440 | < th | dose dependent | rect. | 12 | 1 |
6 | 22.35 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 3 |
7 | 22.35 | radiation | 10 | 1440 | < th | dose dependent | rect. | 10 | 5 |
10 | 22.37 | atmosphere | 1005 | 270 | > th | dose dependent | rect. | 22 | 10 |
42 | 22.56 | atmosphere | 1005 | 90 | > th | dose dependent | sin | 8 | NA |
49 | 22.59 | atmosphere | 1005 | 10 | > th | dose dependent | sin | 7 | NA |
78 | 22.69 | atmosphere | 1005 | 270 | > th | dose dependent | sin | 10 | NA |
81 | 22.69 | humidity | 90 | 270 | > th | dose dependent | rect. | 16 | 15 |
129 | 22.77 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 11 |
133 | 22.77 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 16 |
134 | 22.77 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 18 |
141 | 22.78 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 22 | 14 |
157 | 22.81 | humidity | 60 | 14400 | > th | dose independent | rect. | 7 | 1 |
178 | 22.85 | humidity | 60 | 14400 | < th | dose independent | rect. | 6 | 1 |
180 | 22.85 | humidity | 60 | 14400 | < th | dose independent | rect. | 20 | 1 |
182 | 22.85 | radiation | 20 | 14400 | > th | dose independent | rect. | 17 | 1 |
233 | 22.85 | humidity | 60 | 14400 | < th | dose dependent | rect. | 6 | 1 |
235 | 22.85 | humidity | 60 | 14400 | < th | dose dependent | rect. | 20 | 1 |
237 | 22.85 | radiation | 20 | 14400 | > th | dose dependent | rect. | 17 | 1 |
295 | 22.87 | humidity | 90 | 270 | > th | dose dependent | sin | 10 | NA |
309 | 22.87 | humidity | 90 | 30 | > th | dose dependent | rect. | 1 | 21 |
318 | 22.88 | humidity | 90 | 270 | > th | dose dependent | rect. | 23 | 23 |
331 | 22.90 | atmosphere | 1005 | 10 | > th | dose independent | rect. | 22 | 14 |
343 | 22.91 | humidity | 90 | 720 | > th | dose independent | rect. | 20 | 1 |
346 | 22.91 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 1 |
367 | 22.92 | radiation | 10 | 1440 | < th | dose independent | rect. | 11 | 16 |
404 | 22.96 | humidity | 90 | 270 | > th | dose dependent | rect. | 23 | 8 |
409 | 22.97 | humidity | 90 | 270 | > th | dose dependent | no | NA | NA |
426 | 22.98 | humidity | 90 | 30 | > th | dose dependent | rect. | 1 | 8 |
500 | 23.01 | humidity | 90 | 30 | > th | dose dependent | rect. | 1 | 19 |
506 | 23.01 | humidity | 90 | 270 | > th | dose dependent | rect. | 4 | 23 |
577 | 23.06 | humidity | 90 | 30 | > th | dose dependent | rect. | 1 | 13 |
588 | 23.07 | humidity | 60 | 14400 | > th | dose independent | rect. | 23 | 9 |
604 | 23.07 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 17 | 19 |
639 | 23.09 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 22 | 11 |
662 | 23.11 | radiation | 20 | 1440 | < th | dose dependent | sin | 18 | NA |
672 | 23.12 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 20 | 13 |
688 | 23.13 | atmosphere | 1005 | 720 | > th | dose dependent | rect. | 21 | 4 |
713 | 23.15 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 4 |
736 | 23.18 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 21 | 4 |
822 | 23.21 | wind | 7 | 4320 | > th | dose dependent | rect. | 18 | 1 |
837 | 23.23 | humidity | 90 | 720 | > th | dose independent | rect. | 20 | 5 |
850 | 23.24 | humidity | 90 | 720 | < th | dose independent | rect. | 20 | 5 |
851 | 23.24 | humidity | 60 | 14400 | > th | dose independent | rect. | 20 | 12 |
860 | 23.25 | radiation | 1 | 1440 | > th | dose dependent | rect. | 11 | 1 |
876 | 23.27 | radiation | 10 | 1440 | < th | dose independent | sin | 17 | NA |
894 | 23.28 | wind | 9 | 4320 | > th | dose independent | rect. | 17 | 2 |
931 | 23.28 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 22 | 22 |
932 | 23.29 | atmosphere | 1005 | 10 | > th | dose independent | sin | 8 | NA |
998 | 23.31 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 21 | 10 |