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Os07g0592200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Peptidase A1, pepsin 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 = temperature,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18.12 | 0.2 | 11.2 | -0.282 | 0.395 | -0.493 | 0.093 | 0.509 | 0.118 | 1.65 | 19.4 | 1444 | -- | -- |
18.5 | 0.2 | 11.2 | -0.211 | 0.375 | -0.565 | 0.13 | -- | 0.128 | 1.74 | 19.4 | 1259 | -- | -- |
18.12 | 0.198 | 11.2 | -0.286 | 0.399 | -0.502 | -- | 0.557 | 0.12 | 1.63 | 19.1 | 1489 | -- | -- |
18.49 | 0.2 | 11.2 | -0.221 | 0.387 | -0.588 | -- | -- | 0.126 | 1.63 | 19.32 | 1379 | -- | -- |
26.1 | 0.238 | 11.2 | -0.272 | -- | -0.537 | -- | 0.314 | 0.118 | -- | 19.6 | 1011 | -- | -- |
23.73 | 0.228 | 11.2 | -0.00453 | 0.406 | -- | 0.0722 | -- | 0.23 | 1.69 | -- | -- | -- | -- |
23.75 | 0.228 | 11.2 | -0.00686 | 0.406 | -- | -- | -- | 0.229 | 1.7 | -- | -- | -- | -- |
26.25 | 0.239 | 11.2 | -0.225 | -- | -0.608 | -- | -- | 0.127 | -- | 19.52 | 1013 | -- | -- |
19.56 | 0.206 | 11.2 | -- | 0.386 | -0.475 | -- | -- | 0.171 | 1.67 | 19.3 | 1369 | -- | -- |
33.78 | 0.272 | 11.2 | 0.00962 | -- | -- | -- | -- | 0.238 | -- | -- | -- | -- | -- |
23.75 | 0.228 | 11.2 | -- | 0.406 | -- | -- | -- | 0.23 | 1.7 | -- | -- | -- | -- |
27.35 | 0.244 | 11.2 | -- | -- | -0.503 | -- | -- | 0.165 | -- | 19.62 | 982 | -- | -- |
33.78 | 0.271 | 11.2 | -- | -- | -- | -- | -- | 0.237 | -- | -- | -- | -- | -- |
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 | 17.65 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
2 | 17.67 | temperature | 20 | 1440 | < th | dose dependent | rect. | 3 | 1 |
3 | 17.69 | temperature | 20 | 1440 | < th | dose independent | rect. | 6 | 1 |
4 | 17.72 | temperature | 20 | 1440 | < th | dose dependent | rect. | 3 | 3 |
14 | 17.82 | temperature | 20 | 1440 | < th | dose dependent | rect. | 5 | 1 |
20 | 17.87 | humidity | 80 | 14400 | > th | dose dependent | rect. | 5 | 2 |
35 | 17.92 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 4 |
44 | 17.95 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 4 |
57 | 17.99 | temperature | 20 | 1440 | < th | dose dependent | sin | 7 | NA |
110 | 18.14 | temperature | 25 | 1440 | < th | dose dependent | rect. | 7 | 2 |
117 | 18.16 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 17 |
139 | 18.20 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 17 |
191 | 18.24 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 9 |
202 | 18.25 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 5 |
205 | 18.26 | humidity | 90 | 14400 | < th | dose independent | rect. | 6 | 1 |
213 | 18.26 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 7 |
216 | 18.27 | temperature | 20 | 1440 | < th | dose independent | sin | 7 | NA |
223 | 18.27 | humidity | 80 | 14400 | > th | dose dependent | rect. | 2 | 6 |
237 | 18.29 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
258 | 18.31 | radiation | 30 | 4320 | < th | dose independent | rect. | 4 | 4 |
275 | 18.32 | temperature | 20 | 1440 | > th | dose independent | sin | 6 | NA |
276 | 18.32 | radiation | 30 | 4320 | < th | dose independent | rect. | 6 | 2 |
277 | 18.32 | temperature | 20 | 1440 | > th | dose independent | rect. | 19 | 7 |
285 | 18.32 | radiation | 30 | 4320 | < th | dose independent | rect. | 17 | 15 |
297 | 18.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 19 | 7 |
298 | 18.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 10 |
312 | 18.33 | humidity | 90 | 14400 | > th | dose dependent | rect. | 3 | 13 |
318 | 18.34 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 5 |
357 | 18.37 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 7 |
378 | 18.38 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 10 |
393 | 18.39 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 3 |
422 | 18.40 | humidity | 90 | 14400 | > th | dose dependent | sin | 2 | NA |
442 | 18.42 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 1 |
461 | 18.42 | humidity | 90 | 14400 | > th | dose dependent | rect. | 3 | 16 |
482 | 18.44 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 7 |
525 | 18.46 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 23 |
547 | 18.47 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 23 |
584 | 18.49 | temperature | 10 | 1440 | > th | dose dependent | rect. | 7 | 2 |
608 | 18.50 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 22 |
632 | 18.51 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 22 |
695 | 18.54 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
716 | 18.55 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
737 | 18.55 | temperature | 20 | 1440 | < th | dose dependent | rect. | 9 | 22 |
757 | 18.56 | temperature | 20 | 1440 | < th | dose dependent | no | NA | NA |
825 | 18.59 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 23 |
846 | 18.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 23 |
847 | 18.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 23 |
848 | 18.60 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 23 |
856 | 18.60 | humidity | 90 | 14400 | > th | dose dependent | rect. | 17 | 23 |
870 | 18.61 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
878 | 18.61 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 22 |
906 | 18.62 | humidity | 90 | 14400 | > th | dose dependent | rect. | 14 | 23 |
934 | 18.63 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 23 |
989 | 18.65 | humidity | 90 | 14400 | > th | dose dependent | rect. | 8 | 23 |