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Os03g0785500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF284, transmembrane eukaryotic 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18.65 | 0.203 | 10.1 | 0.199 | 0.675 | -0.394 | -0.263 | 0.327 | 0.164 | 2.81 | 73.33 | 1294 | -- | -- |
18.78 | 0.202 | 10.1 | 0.178 | 0.674 | -0.367 | -0.227 | -- | 0.166 | 2.81 | 73.41 | 1291 | -- | -- |
18.88 | 0.202 | 10.1 | 0.202 | 0.672 | -0.395 | -- | 0.266 | 0.163 | 2.83 | 73.12 | 1307 | -- | -- |
18.96 | 0.203 | 10.1 | 0.184 | 0.675 | -0.372 | -- | -- | 0.162 | 2.82 | 73.07 | 1292 | -- | -- |
25.77 | 0.236 | 10 | 0.148 | -- | -0.803 | -- | 0.676 | 0.215 | -- | 107.4 | 55 | -- | -- |
21.83 | 0.219 | 10.1 | 0.108 | 0.63 | -- | -0.302 | -- | 0.195 | 2.9 | -- | -- | -- | -- |
22.14 | 0.22 | 10.1 | 0.114 | 0.629 | -- | -- | -- | 0.196 | 2.92 | -- | -- | -- | -- |
26.67 | 0.241 | 10 | 0.136 | -- | -0.774 | -- | -- | 0.213 | -- | 137.2 | 64 | -- | -- |
19.82 | 0.207 | 10.1 | -- | 0.673 | -0.34 | -- | -- | 0.143 | 2.79 | 73.18 | 1294 | -- | -- |
44.94 | 0.313 | 10.1 | 0.141 | -- | -- | -- | -- | 0.213 | -- | -- | -- | -- | -- |
22.49 | 0.222 | 10.1 | -- | 0.631 | -- | -- | -- | 0.184 | 2.92 | -- | -- | -- | -- |
27.15 | 0.243 | 10.1 | -- | -- | -0.775 | -- | -- | 0.198 | -- | 162.2 | 55 | -- | -- |
45.47 | 0.315 | 10.1 | -- | -- | -- | -- | -- | 0.197 | -- | -- | -- | -- | -- |
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 |
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1 | 18.43 | humidity | 80 | 1440 | < th | dose dependent | rect. | 11 | 2 |
14 | 18.59 | humidity | 70 | 1440 | < th | dose dependent | sin | 4 | NA |
19 | 18.60 | humidity | 70 | 1440 | < th | dose dependent | rect. | 17 | 21 |
45 | 18.65 | humidity | 60 | 1440 | > th | dose independent | sin | 4 | NA |
153 | 18.72 | humidity | 60 | 1440 | < th | dose independent | sin | 3 | NA |
155 | 18.72 | humidity | 70 | 1440 | < th | dose independent | rect. | 17 | 20 |
157 | 18.72 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 2 |
177 | 18.73 | humidity | 70 | 1440 | < th | dose dependent | no | NA | NA |
265 | 18.74 | humidity | 60 | 1440 | > th | dose independent | rect. | 9 | 7 |
267 | 18.74 | humidity | 60 | 1440 | > th | dose independent | rect. | 6 | 10 |
341 | 18.76 | humidity | 60 | 1440 | > th | dose independent | rect. | 15 | 23 |
361 | 18.78 | humidity | 60 | 1440 | < th | dose independent | rect. | 9 | 7 |
410 | 18.79 | humidity | 60 | 1440 | > th | dose independent | no | NA | NA |
449 | 18.79 | humidity | 60 | 1440 | > th | dose independent | rect. | 8 | 21 |
630 | 18.85 | humidity | 60 | 1440 | < th | dose independent | no | NA | NA |
859 | 18.89 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 13 |