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Os12g0630700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to NONA 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20.57 | 0.213 | 12.9 | -0.744 | 0.289 | -0.154 | 0.432 | 1.72 | -0.693 | 8.42 | 20.41 | 484 | -- | -- |
22.21 | 0.219 | 12.9 | -1.03 | 0.318 | -0.135 | 0.134 | -- | -0.755 | 8.44 | 14.51 | 10265 | -- | -- |
20.87 | 0.213 | 12.9 | -0.808 | 0.304 | -0.127 | -- | 1.46 | -0.717 | 8.57 | 20.5 | 264 | -- | -- |
22.24 | 0.22 | 12.9 | -1.02 | 0.318 | -0.135 | -- | -- | -0.756 | 8.19 | 14.41 | 9846 | -- | -- |
24.15 | 0.229 | 12.9 | -0.688 | -- | -0.42 | -- | 1.91 | -0.646 | -- | 22.55 | 505 | -- | -- |
22.51 | 0.222 | 13 | -1.1 | 0.318 | -- | 0.128 | -- | -0.801 | 8.35 | -- | -- | -- | -- |
22.56 | 0.222 | 13 | -1.1 | 0.319 | -- | -- | -- | -0.801 | 8.29 | -- | -- | -- | -- |
25.47 | 0.235 | 13 | -1.04 | -- | -0.305 | -- | -- | -0.784 | -- | 25.7 | 575 | -- | -- |
31.97 | 0.263 | 12.9 | -- | 0.313 | -0.759 | -- | -- | -0.452 | 8.16 | 7.087 | 47520 | -- | -- |
28.19 | 0.248 | 13 | -1.09 | -- | -- | -- | -- | -0.797 | -- | -- | -- | -- | -- |
54.2 | 0.344 | 12.9 | -- | 0.314 | -- | -- | -- | -0.679 | 8.55 | -- | -- | -- | -- |
37.35 | 0.285 | 12.9 | -- | -- | -0.761 | -- | -- | -0.448 | -- | 5.367 | 47520 | -- | -- |
59.73 | 0.361 | 12.9 | -- | -- | -- | -- | -- | -0.676 | -- | -- | -- | -- | -- |
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 | 17.57 | wind | 1 | 43200 | < th | dose dependent | rect. | 10 | 2 |
4 | 17.89 | wind | 1 | 43200 | < th | dose independent | rect. | 11 | 1 |
5 | 17.93 | wind | 1 | 43200 | > th | dose independent | rect. | 11 | 1 |
10 | 18.15 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
11 | 18.16 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 5 |
15 | 18.18 | wind | 1 | 43200 | < th | dose independent | rect. | 8 | 4 |
16 | 18.23 | wind | 3 | 14400 | < th | dose dependent | rect. | 7 | 6 |
21 | 18.27 | wind | 3 | 14400 | < th | dose independent | rect. | 3 | 11 |
23 | 18.28 | humidity | 90 | 14400 | < th | dose dependent | rect. | 3 | 1 |
25 | 18.31 | wind | 3 | 14400 | > th | dose independent | rect. | 3 | 11 |
28 | 18.33 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
31 | 18.34 | temperature | 30 | 43200 | < th | dose independent | rect. | 2 | 7 |
33 | 18.34 | humidity | 90 | 43200 | < th | dose dependent | rect. | 2 | 3 |
34 | 18.34 | wind | 3 | 14400 | < th | dose dependent | rect. | 3 | 11 |
35 | 18.35 | wind | 1 | 14400 | > th | dose independent | rect. | 8 | 2 |
38 | 18.35 | temperature | 30 | 43200 | > th | dose dependent | rect. | 8 | 1 |
53 | 18.36 | temperature | 30 | 43200 | > th | dose independent | rect. | 8 | 1 |
69 | 18.36 | wind | 3 | 14400 | < th | dose independent | rect. | 18 | 20 |
74 | 18.38 | temperature | 30 | 43200 | < th | dose independent | rect. | 8 | 1 |
75 | 18.38 | temperature | 30 | 43200 | < th | dose independent | rect. | 6 | 3 |
77 | 18.38 | temperature | 30 | 43200 | < th | dose independent | rect. | 21 | 12 |
88 | 18.40 | wind | 3 | 14400 | < th | dose independent | rect. | 24 | 15 |
92 | 18.41 | radiation | 40 | 43200 | > th | dose independent | rect. | 11 | 1 |
103 | 18.42 | wind | 1 | 14400 | > th | dose dependent | rect. | 1 | 15 |
111 | 18.43 | wind | 5 | 14400 | < th | dose dependent | rect. | 1 | 14 |
118 | 18.45 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 3 |
122 | 18.45 | wind | 3 | 14400 | > th | dose independent | rect. | 18 | 20 |
128 | 18.45 | wind | 1 | 14400 | > th | dose dependent | rect. | 3 | 12 |
131 | 18.45 | wind | 9 | 14400 | < th | dose dependent | rect. | 1 | 15 |
136 | 18.46 | wind | 1 | 14400 | > th | dose dependent | rect. | 5 | 9 |
137 | 18.46 | wind | 9 | 14400 | < th | dose dependent | rect. | 5 | 9 |
154 | 18.48 | wind | 9 | 14400 | < th | dose dependent | rect. | 3 | 12 |
163 | 18.49 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 18 |
168 | 18.50 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 7 |
177 | 18.51 | wind | 1 | 14400 | > th | dose dependent | sin | 3 | NA |
178 | 18.51 | wind | 1 | 43200 | < th | dose dependent | rect. | 21 | 5 |
179 | 18.51 | humidity | 80 | 43200 | < th | dose dependent | rect. | 19 | 10 |
189 | 18.52 | wind | 3 | 14400 | < th | dose independent | rect. | 18 | 12 |
192 | 18.52 | wind | 5 | 14400 | < th | dose dependent | sin | 3 | NA |
213 | 18.53 | wind | 3 | 14400 | < th | dose dependent | rect. | 19 | 19 |
215 | 18.54 | humidity | 80 | 14400 | > th | dose independent | rect. | 24 | 5 |
217 | 18.54 | wind | 9 | 14400 | < th | dose dependent | sin | 3 | NA |
225 | 18.55 | humidity | 80 | 14400 | > th | dose independent | rect. | 3 | 1 |
227 | 18.55 | humidity | 80 | 43200 | > th | dose independent | rect. | 19 | 10 |
242 | 18.56 | wind | 3 | 14400 | < th | dose independent | sin | 4 | NA |
245 | 18.56 | wind | 1 | 43200 | > th | dose independent | rect. | 23 | 3 |
247 | 18.56 | humidity | 80 | 14400 | > th | dose independent | rect. | 24 | 3 |
266 | 18.57 | humidity | 80 | 14400 | > th | dose independent | rect. | 24 | 1 |
269 | 18.57 | humidity | 80 | 43200 | < th | dose independent | rect. | 18 | 12 |
311 | 18.58 | wind | 1 | 43200 | < th | dose dependent | rect. | 23 | 3 |
328 | 18.59 | humidity | 80 | 14400 | < th | dose independent | rect. | 3 | 1 |
362 | 18.59 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 1 |
369 | 18.60 | wind | 3 | 14400 | > th | dose independent | sin | 4 | NA |
378 | 18.60 | humidity | 80 | 43200 | < th | dose independent | rect. | 19 | 10 |
387 | 18.60 | radiation | 40 | 43200 | < th | dose dependent | rect. | 11 | 1 |
388 | 18.60 | wind | 3 | 43200 | < th | dose dependent | rect. | 20 | 3 |
446 | 18.63 | wind | 1 | 43200 | < th | dose independent | rect. | 21 | 5 |
450 | 18.63 | wind | 3 | 14400 | > th | dose independent | rect. | 18 | 12 |
557 | 18.66 | radiation | 40 | 43200 | > th | dose independent | sin | 18 | NA |
580 | 18.66 | wind | 1 | 43200 | < th | dose dependent | rect. | 10 | 16 |
594 | 18.67 | radiation | 40 | 43200 | < th | dose independent | rect. | 11 | 2 |
609 | 18.67 | wind | 1 | 43200 | < th | dose dependent | rect. | 16 | 10 |
690 | 18.69 | radiation | 40 | 43200 | > th | dose independent | no | NA | NA |
829 | 18.69 | radiation | 1 | 43200 | > th | dose dependent | rect. | 11 | 1 |
843 | 18.70 | wind | 3 | 14400 | < th | dose independent | sin | 12 | NA |