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Os06g0156400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Lipolytic enzyme, G-D-S-L 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 dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
434.99 | 0.98 | 4.86 | -1.49 | 1.04 | 5.45 | -0.261 | -3.08 | -0.577 | 19.1 | 28.74 | 514 | 2.72 | -- |
440.72 | 0.978 | 4.86 | -1.77 | 0.293 | 4.65 | -1.33 | -- | -0.645 | 6.07 | 25.76 | 597 | 3.21 | -- |
434.95 | 0.971 | 4.86 | -1.51 | 1.1 | 5.47 | -- | -2.86 | -0.585 | 18.8 | 28.9 | 512 | 2.82 | -- |
446.97 | 0.985 | 4.87 | -1.87 | 0.471 | 4.54 | -- | -- | -0.681 | 7.34 | 24.98 | 506 | 2.44 | -- |
436.39 | 0.973 | 4.84 | -1.54 | -- | 4.72 | -- | -2.1 | -0.593 | -- | 26.24 | 526 | 2.68 | -- |
697.81 | 1.24 | 5.02 | -2.79 | 1.51 | -- | -2.17 | -- | -1.52 | 8.08 | -- | -- | -- | -- |
711.45 | 1.25 | 5.02 | -2.85 | 1.5 | -- | -- | -- | -1.51 | 8.33 | -- | -- | -- | -- |
445.75 | 0.983 | 4.88 | -1.92 | -- | 4.78 | -- | -- | -0.703 | -- | 25.96 | 478 | 1.89 | -- |
534.08 | 1.08 | 4.81 | -- | 0.134 | 5.43 | -- | -- | -0.334 | 3.39 | 25.46 | 535 | 2.48 | -- |
836.93 | 1.35 | 5.06 | -2.84 | -- | -- | -- | -- | -1.5 | -- | -- | -- | -- | -- |
925.16 | 1.42 | 4.95 | -- | 1.49 | -- | -- | -- | -1.19 | 8.47 | -- | -- | -- | -- |
533.96 | 1.08 | 4.8 | -- | -- | 5.39 | -- | -- | -0.338 | -- | 25.59 | 505 | 2.28 | -- |
1049.41 | 1.51 | 4.99 | -- | -- | -- | -- | -- | -1.18 | -- | -- | -- | -- | -- |
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 | 439.37 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 17 |
11 | 442.86 | temperature | 30 | 720 | < th | dose dependent | sin | 10 | NA |
21 | 444.99 | temperature | 10 | 720 | > th | dose dependent | sin | 10 | NA |
54 | 447.90 | temperature | 15 | 720 | > th | dose dependent | rect. | 18 | 15 |
145 | 456.14 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 8 |
174 | 458.48 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
200 | 460.70 | temperature | 25 | 720 | < th | dose dependent | rect. | 9 | 23 |
214 | 461.84 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 23 |
220 | 462.26 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 23 |
326 | 469.03 | temperature | 10 | 1440 | > th | dose dependent | rect. | 4 | 1 |
342 | 470.00 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 1 |
375 | 472.27 | temperature | 25 | 1440 | < th | dose independent | rect. | 9 | 20 |
378 | 472.51 | temperature | 25 | 1440 | < th | dose independent | rect. | 9 | 18 |
381 | 472.54 | temperature | 25 | 1440 | > th | dose independent | rect. | 9 | 17 |
384 | 472.66 | temperature | 25 | 1440 | > th | dose independent | rect. | 9 | 20 |
415 | 473.88 | temperature | 25 | 1440 | < th | dose independent | rect. | 18 | 22 |
450 | 474.98 | temperature | 25 | 1440 | > th | dose independent | rect. | 10 | 3 |
466 | 475.45 | temperature | 25 | 1440 | < th | dose independent | rect. | 23 | 22 |
483 | 475.88 | temperature | 25 | 1440 | > th | dose independent | rect. | 18 | 22 |
530 | 477.16 | temperature | 25 | 1440 | < th | dose independent | rect. | 4 | 23 |
534 | 477.26 | temperature | 25 | 1440 | > th | dose independent | rect. | 23 | 22 |
535 | 477.33 | temperature | 25 | 1440 | < th | dose independent | rect. | 2 | 13 |
541 | 477.38 | temperature | 25 | 1440 | < th | dose independent | rect. | 2 | 23 |
554 | 477.61 | temperature | 25 | 1440 | < th | dose independent | no | NA | NA |
577 | 477.95 | temperature | 25 | 1440 | > th | dose independent | rect. | 3 | 12 |
582 | 478.07 | temperature | 25 | 1440 | > th | dose independent | rect. | 9 | 5 |
613 | 478.56 | temperature | 25 | 1440 | < th | dose independent | sin | 2 | NA |
617 | 478.63 | temperature | 25 | 1440 | > th | dose independent | rect. | 4 | 22 |
654 | 479.15 | temperature | 25 | 1440 | < th | dose independent | rect. | 8 | 6 |
658 | 479.21 | temperature | 25 | 1440 | > th | dose independent | rect. | 23 | 17 |
681 | 479.49 | temperature | 25 | 1440 | > th | dose independent | no | NA | NA |
687 | 479.56 | temperature | 25 | 1440 | > th | dose independent | sin | 2 | NA |
691 | 479.62 | temperature | 25 | 1440 | < th | dose independent | rect. | 9 | 4 |
697 | 479.74 | temperature | 25 | 1440 | < th | dose independent | rect. | 23 | 17 |
754 | 480.59 | temperature | 25 | 1440 | < th | dose independent | rect. | 14 | 23 |
841 | 481.92 | temperature | 25 | 1440 | < th | dose independent | sin | 19 | NA |
908 | 483.14 | temperature | 25 | 1440 | > th | dose independent | rect. | 14 | 23 |
914 | 483.29 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 9 |