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Os01g0112500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.68 | 0.229 | 12.9 | 0.0162 | 1.11 | -0.0312 | 0.185 | -4.17 | 0.325 | 3.29 | 30.1 | 3857 | -- | -- |
24.58 | 0.231 | 12.8 | 0.68 | 1.1 | -0.453 | 0.249 | -- | 0.322 | 3.26 | 31.4 | 2628 | -- | -- |
23.71 | 0.227 | 12.9 | -0.0012 | 1.1 | -0.026 | -- | -4.34 | 0.323 | 3.28 | 30.06 | 3617 | -- | -- |
24.38 | 0.23 | 12.8 | 0.734 | 1.07 | -0.516 | -- | -- | 0.353 | 3.14 | 31.3 | 2211 | -- | -- |
76.94 | 0.411 | 12.8 | 0.602 | -- | -0.703 | -- | -0.8 | 0.418 | -- | 30.06 | 3617 | -- | -- |
33.62 | 0.272 | 12.8 | 0.556 | 1.07 | -- | 0.0809 | -- | 0.425 | 3.35 | -- | -- | -- | -- |
33.64 | 0.272 | 12.8 | 0.554 | 1.07 | -- | -- | -- | 0.424 | 3.35 | -- | -- | -- | -- |
61.77 | 0.368 | 12.8 | 0.759 | -- | -0.685 | -- | -- | 0.48 | -- | 28.12 | 4779 | -- | -- |
35.88 | 0.279 | 12.8 | -- | 1.08 | -0.429 | -- | -- | 0.29 | 3.19 | 30.8 | 2155 | -- | -- |
97.96 | 0.462 | 12.8 | 0.6 | -- | -- | -- | -- | 0.452 | -- | -- | -- | -- | -- |
41.74 | 0.302 | 12.8 | -- | 1.08 | -- | -- | -- | 0.362 | 3.35 | -- | -- | -- | -- |
76.69 | 0.409 | 12.8 | -- | -- | -0.626 | -- | -- | 0.395 | -- | 28.12 | 4779 | -- | -- |
107.45 | 0.484 | 12.8 | -- | -- | -- | -- | -- | 0.386 | -- | -- | -- | -- | -- |
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 | 23.66 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 3 |
9 | 23.70 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 15 |
10 | 23.71 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 13 |
25 | 23.74 | temperature | 30 | 720 | < th | dose independent | rect. | 24 | 20 |
27 | 23.75 | temperature | 30 | 1440 | > th | dose independent | rect. | 8 | 4 |
45 | 23.77 | temperature | 30 | 1440 | > th | dose independent | rect. | 11 | 1 |
61 | 23.80 | temperature | 30 | 1440 | > th | dose independent | sin | 7 | NA |
85 | 23.85 | temperature | 30 | 1440 | < th | dose independent | sin | 7 | NA |
95 | 23.85 | temperature | 25 | 90 | > th | dose dependent | rect. | 12 | 23 |
133 | 23.94 | temperature | 30 | 1440 | > th | dose dependent | rect. | 11 | 2 |
144 | 23.96 | temperature | 30 | 1440 | > th | dose dependent | rect. | 8 | 5 |
238 | 24.00 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 11 |
255 | 24.01 | temperature | 30 | 14400 | > th | dose dependent | rect. | 17 | 18 |
319 | 24.04 | temperature | 30 | 14400 | > th | dose independent | rect. | 17 | 17 |
410 | 24.08 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 17 |
415 | 24.08 | temperature | 30 | 720 | < th | dose independent | rect. | 8 | 21 |
499 | 24.11 | temperature | 30 | 1440 | > th | dose dependent | sin | 7 | NA |
607 | 24.15 | temperature | 30 | 4320 | > th | dose independent | no | NA | NA |
617 | 24.15 | temperature | 30 | 4320 | < th | dose independent | rect. | 8 | 13 |
737 | 24.15 | temperature | 30 | 4320 | > th | dose independent | rect. | 15 | 23 |
744 | 24.15 | temperature | 30 | 4320 | < th | dose independent | rect. | 15 | 23 |
763 | 24.16 | temperature | 30 | 4320 | < th | dose independent | no | NA | NA |
843 | 24.16 | temperature | 30 | 4320 | > th | dose independent | rect. | 13 | 23 |
896 | 24.17 | temperature | 30 | 4320 | < th | dose independent | rect. | 13 | 23 |
938 | 24.18 | temperature | 30 | 14400 | > th | dose dependent | sin | 10 | NA |
946 | 24.19 | temperature | 30 | 4320 | > th | dose dependent | sin | 3 | NA |
948 | 24.19 | temperature | 25 | 4320 | > th | dose dependent | rect. | 8 | 1 |