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Os03g0191200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : WW/Rsp5/WWP domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
95 | 0.458 | 9.79 | -0.544 | 0.225 | 1.81 | -0.497 | -4.57 | -0.149 | 7.82 | 23.91 | 1379 | -- | -- |
101.22 | 0.469 | 9.72 | 0.403 | 0.297 | 1.57 | -0.55 | -- | -0.187 | 6.69 | 21.04 | 9925 | -- | -- |
95.23 | 0.455 | 9.79 | -0.535 | 0.233 | 1.79 | -- | -4.43 | -0.169 | 7.27 | 23.56 | 1351 | -- | -- |
101.2 | 0.469 | 9.72 | 0.365 | 0.269 | 1.62 | -- | -- | -0.187 | 6.21 | 20.66 | 9955 | -- | -- |
98.14 | 0.461 | 9.8 | -0.518 | -- | 1.8 | -- | -4.39 | -0.164 | -- | 23.55 | 1351 | -- | -- |
176.29 | 0.622 | 9.58 | 1.24 | 0.326 | -- | 0.189 | -- | 0.449 | 4.82 | -- | -- | -- | -- |
176.36 | 0.622 | 9.58 | 1.24 | 0.329 | -- | -- | -- | 0.448 | 5.07 | -- | -- | -- | -- |
104.81 | 0.477 | 9.72 | 0.376 | -- | 1.61 | -- | -- | -0.183 | -- | 21 | 9973 | -- | -- |
101.76 | 0.47 | 9.73 | -- | 0.302 | 1.91 | -- | -- | -0.246 | 5.73 | 17.75 | 10468 | -- | -- |
182.04 | 0.63 | 9.58 | 1.26 | -- | -- | -- | -- | 0.456 | -- | -- | -- | -- | -- |
217.12 | 0.689 | 9.61 | -- | 0.351 | -- | -- | -- | 0.309 | 4.94 | -- | -- | -- | -- |
105.53 | 0.478 | 9.74 | -- | -- | 1.92 | -- | -- | -0.255 | -- | 17.6 | 10004 | -- | -- |
223.62 | 0.698 | 9.61 | -- | -- | -- | -- | -- | 0.317 | -- | -- | -- | -- | -- |
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 | 92.72 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 4 |
2 | 92.74 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 2 |
58 | 95.56 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 20 |
91 | 96.11 | temperature | 25 | 1440 | > th | dose dependent | sin | 19 | NA |
198 | 98.02 | temperature | 25 | 1440 | > th | dose dependent | rect. | 24 | 19 |
200 | 98.03 | temperature | 25 | 1440 | > th | dose dependent | rect. | 2 | 17 |
324 | 98.75 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
378 | 99.38 | humidity | 80 | 43200 | > th | dose independent | rect. | 12 | 1 |
394 | 99.61 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 22 |
421 | 99.93 | temperature | 25 | 4320 | < th | dose independent | rect. | 4 | 10 |
448 | 100.25 | temperature | 25 | 4320 | > th | dose independent | rect. | 4 | 10 |
459 | 100.31 | temperature | 25 | 4320 | < th | dose independent | rect. | 3 | 16 |
494 | 100.59 | temperature | 25 | 4320 | > th | dose independent | rect. | 3 | 15 |
508 | 100.71 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 1 |
515 | 100.81 | temperature | 25 | 14400 | > th | dose dependent | rect. | 15 | 1 |
529 | 100.91 | temperature | 25 | 4320 | > th | dose independent | sin | 3 | NA |
532 | 100.93 | temperature | 25 | 4320 | < th | dose independent | sin | 2 | NA |
579 | 101.26 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 1 |
661 | 101.82 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
733 | 102.27 | humidity | 80 | 43200 | < th | dose independent | rect. | 12 | 1 |
768 | 102.45 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 2 |
904 | 102.85 | temperature | 25 | 14400 | < th | dose independent | rect. | 10 | 11 |
925 | 102.88 | temperature | 25 | 14400 | > th | dose independent | rect. | 10 | 11 |