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Os07g0482900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
503.85 | 1.05 | 5.54 | 4.08 | 0.872 | -4.07 | -0.24 | -1.98 | 1.67 | 13.9 | 27.24 | 5397 | -- | -- |
505 | 1.05 | 5.48 | 4.55 | 0.863 | -4.12 | -0.179 | -- | 1.8 | 13.8 | 27.6 | 5412 | -- | -- |
503.51 | 1.05 | 5.53 | 4.11 | 0.859 | -4 | -- | -1.72 | 1.69 | 13.9 | 27.4 | 5414 | -- | -- |
505.1 | 1.05 | 5.47 | 4.57 | 0.872 | -4.12 | -- | -- | 1.81 | 13.9 | 27.59 | 5412 | -- | -- |
548.13 | 1.09 | 5.55 | 4.02 | -- | -4.09 | -- | -2.08 | 1.66 | -- | 27.47 | 5421 | -- | -- |
1056.12 | 1.52 | 5.62 | 2.98 | 1.25 | -- | 0.345 | -- | 1.14 | 13.5 | -- | -- | -- | -- |
1056.59 | 1.52 | 5.62 | 3 | 1.25 | -- | -- | -- | 1.14 | 13.4 | -- | -- | -- | -- |
550.12 | 1.09 | 5.48 | 4.6 | -- | -4.26 | -- | -- | 1.82 | -- | 27.55 | 5420 | -- | -- |
956.51 | 1.44 | 5.64 | -- | 1.15 | -2.51 | -- | -- | 1.12 | 13.6 | 28.8 | 5951 | -- | -- |
1152.5 | 1.59 | 5.63 | 2.95 | -- | -- | -- | -- | 1.12 | -- | -- | -- | -- | -- |
1293.03 | 1.68 | 5.69 | -- | 1.2 | -- | -- | -- | 0.809 | 13.4 | -- | -- | -- | -- |
1011.8 | 1.48 | 5.69 | -- | -- | -3.23 | -- | -- | 0.811 | -- | 29 | 4315 | -- | -- |
1381.37 | 1.73 | 5.71 | -- | -- | -- | -- | -- | 0.789 | -- | -- | -- | -- | -- |
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 | 510.24 | temperature | 25 | 14400 | > th | dose dependent | rect. | 13 | 21 |
10 | 511.06 | temperature | 25 | 14400 | > th | dose dependent | rect. | 4 | 19 |
11 | 511.09 | temperature | 25 | 14400 | > th | dose dependent | rect. | 6 | 17 |
26 | 511.43 | temperature | 25 | 14400 | > th | dose dependent | rect. | 16 | 22 |
27 | 511.46 | temperature | 30 | 14400 | < th | dose independent | rect. | 13 | 3 |
52 | 511.80 | temperature | 25 | 14400 | > th | dose dependent | rect. | 15 | 7 |
69 | 512.03 | temperature | 25 | 14400 | > th | dose dependent | rect. | 13 | 10 |
72 | 512.05 | temperature | 25 | 14400 | > th | dose dependent | no | NA | NA |
83 | 512.15 | temperature | 25 | 14400 | > th | dose dependent | rect. | 16 | 5 |
98 | 512.37 | temperature | 25 | 14400 | > th | dose dependent | rect. | 21 | 23 |
108 | 512.47 | temperature | 25 | 14400 | > th | dose dependent | rect. | 19 | 23 |
109 | 512.49 | temperature | 30 | 14400 | > th | dose independent | rect. | 13 | 3 |
120 | 512.73 | temperature | 25 | 14400 | > th | dose dependent | rect. | 17 | 1 |
122 | 512.75 | temperature | 25 | 14400 | > th | dose dependent | sin | 17 | NA |
140 | 512.99 | temperature | 25 | 4320 | > th | dose dependent | rect. | 10 | 1 |
182 | 513.57 | temperature | 25 | 14400 | > th | dose dependent | sin | 5 | NA |
218 | 513.99 | temperature | 25 | 14400 | > th | dose dependent | rect. | 4 | 10 |
294 | 515.03 | temperature | 25 | 4320 | > th | dose dependent | rect. | 9 | 5 |
342 | 515.76 | temperature | 30 | 14400 | < th | dose independent | rect. | 13 | 21 |
370 | 516.47 | temperature | 30 | 14400 | < th | dose independent | rect. | 2 | 14 |
371 | 516.47 | temperature | 30 | 14400 | < th | dose independent | rect. | 21 | 19 |
374 | 516.48 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 12 |
380 | 516.50 | temperature | 30 | 14400 | < th | dose independent | rect. | 7 | 9 |
456 | 517.82 | temperature | 30 | 14400 | > th | dose independent | rect. | 8 | 8 |
473 | 517.86 | temperature | 30 | 14400 | > th | dose independent | rect. | 13 | 21 |
480 | 517.97 | temperature | 25 | 14400 | < th | dose independent | rect. | 16 | 16 |
540 | 518.99 | temperature | 25 | 14400 | < th | dose independent | rect. | 6 | 2 |
541 | 519.01 | temperature | 25 | 14400 | > th | dose independent | rect. | 17 | 9 |
545 | 519.09 | temperature | 25 | 14400 | > th | dose independent | rect. | 16 | 16 |
547 | 519.11 | temperature | 30 | 14400 | < th | dose independent | rect. | 13 | 16 |
551 | 519.14 | temperature | 30 | 14400 | < th | dose independent | rect. | 13 | 10 |
565 | 519.23 | temperature | 25 | 14400 | < th | dose independent | rect. | 17 | 9 |
620 | 520.35 | temperature | 25 | 14400 | > th | dose independent | rect. | 6 | 2 |
631 | 520.52 | temperature | 30 | 14400 | < th | dose independent | sin | 22 | NA |
638 | 520.61 | temperature | 25 | 14400 | < th | dose independent | sin | 13 | NA |
735 | 521.47 | temperature | 25 | 14400 | > th | dose independent | sin | 13 | NA |
738 | 521.47 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 19 |
746 | 521.47 | temperature | 30 | 14400 | < th | dose independent | rect. | 7 | 22 |
768 | 521.49 | temperature | 30 | 14400 | < th | dose independent | no | NA | NA |
772 | 521.49 | temperature | 30 | 14400 | < th | dose independent | rect. | 8 | 15 |
840 | 521.83 | temperature | 30 | 14400 | > th | dose independent | sin | 22 | NA |
957 | 522.78 | temperature | 30 | 14400 | > th | dose independent | no | NA | NA |