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Os02g0146700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to PSMD2 subunit (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.78 | 0.229 | 11 | -0.294 | 0.265 | 0.716 | 0.256 | -0.189 | -0.16 | 14.8 | 24.46 | 340 | -- | -- |
23.84 | 0.227 | 11 | -0.307 | 0.263 | 0.727 | 0.252 | -- | -0.16 | 14.7 | 24.4 | 341 | -- | -- |
23.99 | 0.228 | 11 | -0.268 | 0.266 | 0.704 | -- | -0.319 | -0.157 | 14.7 | 24.4 | 325 | -- | -- |
24.11 | 0.229 | 11 | -0.312 | 0.261 | 0.735 | -- | -- | -0.165 | 14.8 | 24.4 | 356 | -- | -- |
26.71 | 0.241 | 11 | -0.275 | -- | 0.703 | -- | -0.28 | -0.151 | -- | 27.28 | 1116 | -- | -- |
31.42 | 0.263 | 11 | -0.511 | 0.205 | -- | 0.28 | -- | -0.302 | 14.2 | -- | -- | -- | -- |
31.72 | 0.264 | 11 | -0.503 | 0.205 | -- | -- | -- | -0.3 | 14.1 | -- | -- | -- | -- |
26.8 | 0.241 | 11 | -0.311 | -- | 0.687 | -- | -- | -0.15 | -- | 26.76 | 1025 | -- | -- |
26.47 | 0.24 | 11 | -- | 0.277 | 0.869 | -- | -- | -0.108 | 15 | 24.43 | 350 | -- | -- |
34.23 | 0.273 | 11 | -0.512 | -- | -- | -- | -- | -0.305 | -- | -- | -- | -- | -- |
38.39 | 0.29 | 11 | -- | 0.214 | -- | -- | -- | -0.244 | 14.1 | -- | -- | -- | -- |
28.89 | 0.25 | 11 | -- | -- | 0.836 | -- | -- | -0.0871 | -- | 27.13 | 1128 | -- | -- |
41.14 | 0.299 | 11 | -- | -- | -- | -- | -- | -0.248 | -- | -- | -- | -- | -- |
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 | 23.84 | temperature | 25 | 270 | < th | dose dependent | rect. | 4 | 23 |
8 | 23.99 | temperature | 25 | 270 | < th | dose dependent | rect. | 19 | 23 |
10 | 24.00 | temperature | 25 | 270 | < th | dose dependent | rect. | 10 | 23 |
11 | 24.01 | temperature | 25 | 270 | < th | dose dependent | no | NA | NA |
12 | 24.01 | temperature | 25 | 270 | < th | dose dependent | rect. | 13 | 23 |
34 | 24.19 | temperature | 25 | 720 | < th | dose dependent | rect. | 7 | 19 |
58 | 24.32 | radiation | 20 | 14400 | > th | dose dependent | rect. | 17 | 14 |
60 | 24.33 | radiation | 20 | 14400 | > th | dose independent | rect. | 17 | 14 |
67 | 24.36 | radiation | 20 | 14400 | > th | dose independent | rect. | 6 | 1 |
85 | 24.39 | radiation | 20 | 14400 | > th | dose dependent | rect. | 6 | 1 |
117 | 24.49 | temperature | 10 | 720 | > th | dose dependent | rect. | 16 | 12 |
157 | 24.64 | humidity | 50 | 43200 | < th | dose dependent | rect. | 14 | 1 |
202 | 24.70 | temperature | 30 | 720 | < th | dose dependent | sin | 15 | NA |
203 | 24.70 | temperature | 25 | 1440 | < th | dose dependent | sin | 20 | NA |
273 | 24.78 | temperature | 30 | 1440 | < th | dose dependent | rect. | 11 | 1 |
289 | 24.79 | radiation | 20 | 14400 | < th | dose independent | rect. | 1 | 5 |
315 | 24.81 | temperature | 25 | 1440 | < th | dose dependent | rect. | 14 | 10 |
347 | 24.84 | humidity | 50 | 43200 | > th | dose dependent | rect. | 19 | 1 |
348 | 24.84 | humidity | 90 | 43200 | < th | dose dependent | rect. | 18 | 2 |
350 | 24.84 | humidity | 50 | 43200 | > th | dose dependent | rect. | 17 | 6 |
355 | 24.84 | humidity | 50 | 43200 | < th | dose dependent | rect. | 13 | 17 |
364 | 24.85 | humidity | 50 | 43200 | < th | dose dependent | rect. | 13 | 7 |
385 | 24.86 | humidity | 50 | 43200 | > th | dose dependent | rect. | 18 | 4 |
386 | 24.86 | humidity | 90 | 43200 | < th | dose dependent | rect. | 17 | 5 |
388 | 24.86 | humidity | 90 | 43200 | < th | dose dependent | rect. | 16 | 7 |
405 | 24.87 | humidity | 50 | 14400 | < th | dose dependent | rect. | 10 | 2 |
418 | 24.88 | humidity | 80 | 43200 | > th | dose independent | rect. | 17 | 8 |
427 | 24.88 | humidity | 50 | 43200 | > th | dose dependent | rect. | 16 | 8 |
439 | 24.88 | humidity | 60 | 43200 | < th | dose dependent | rect. | 19 | 17 |
489 | 24.90 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
510 | 24.90 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 23 |
513 | 24.91 | humidity | 50 | 43200 | > th | dose independent | rect. | 16 | 1 |
515 | 24.91 | humidity | 50 | 43200 | < th | dose dependent | sin | 18 | NA |
550 | 24.91 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 23 |
555 | 24.92 | humidity | 50 | 43200 | < th | dose dependent | sin | 16 | NA |
574 | 24.92 | humidity | 50 | 43200 | < th | dose dependent | rect. | 18 | 21 |
582 | 24.92 | temperature | 25 | 1440 | < th | dose dependent | rect. | 13 | 23 |
596 | 24.93 | humidity | 60 | 43200 | < th | dose dependent | rect. | 3 | 9 |
625 | 24.94 | temperature | 10 | 720 | > th | dose dependent | sin | 14 | NA |
633 | 24.94 | temperature | 30 | 1440 | < th | dose dependent | rect. | 10 | 7 |
683 | 24.94 | temperature | 25 | 30 | < th | dose dependent | rect. | 23 | 23 |
688 | 24.95 | humidity | 50 | 43200 | < th | dose dependent | no | NA | NA |
713 | 24.95 | humidity | 50 | 43200 | < th | dose dependent | rect. | 4 | 16 |
774 | 24.95 | temperature | 25 | 30 | < th | dose dependent | rect. | 9 | 23 |
790 | 24.96 | humidity | 50 | 43200 | < th | dose independent | rect. | 16 | 1 |
803 | 24.96 | humidity | 60 | 43200 | < th | dose dependent | sin | 8 | NA |
904 | 24.98 | radiation | 20 | 14400 | < th | dose independent | rect. | 3 | 3 |
906 | 24.98 | humidity | 80 | 43200 | < th | dose independent | rect. | 16 | 9 |
910 | 24.98 | temperature | 30 | 1440 | < th | dose dependent | rect. | 10 | 5 |
956 | 25.00 | humidity | 50 | 43200 | > th | dose independent | rect. | 11 | 1 |
975 | 25.01 | humidity | 50 | 14400 | < th | dose independent | rect. | 11 | 1 |
979 | 25.01 | humidity | 90 | 43200 | < th | dose dependent | sin | 18 | NA |