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Os02g0194700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Lipoxygenase 2.3, chloroplast precursor (EC 1.13.11.12) (LOX2:Hv:3).
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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 = radiation,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
277.64 | 0.783 | 13.6 | -1.24 | 2.54 | 4 | 2.59 | 6.98 | -0.0447 | 8 | 1.14 | 4326 | 12.1 | -- |
336.07 | 0.854 | 13.6 | -1.86 | 2.6 | 3.04 | 2.68 | -- | 0.0783 | 7.58 | 2.543 | 5835 | 13.4 | -- |
297.27 | 0.803 | 13.6 | -1.14 | 2.54 | 3.99 | -- | 7.01 | -0.046 | 8.11 | 1.157 | 4324 | 12.1 | -- |
352.04 | 0.874 | 13.6 | -1.34 | 2.59 | 2.81 | -- | -- | -0.0195 | 7.86 | 2.449 | 4364 | 11.8 | -- |
649.18 | 1.19 | 13.7 | -1.12 | -- | 4.08 | -- | 7.25 | -0.0239 | -- | 1.14 | 4320 | 12.2 | -- |
568.3 | 1.12 | 13.5 | -2.24 | 2.57 | -- | 2.75 | -- | 0.404 | 8 | -- | -- | -- | -- |
590.64 | 1.14 | 13.5 | -2.16 | 2.56 | -- | -- | -- | 0.403 | 8.08 | -- | -- | -- | -- |
687.41 | 1.22 | 13.8 | -2.54 | -- | 3.11 | -- | -- | -0.317 | -- | 2 | 4367 | 14.5 | -- |
426.93 | 0.962 | 13.6 | -- | 2.58 | 3.26 | -- | -- | -0.0679 | 8.15 | 2.59 | 4354 | 10.1 | -- |
950.26 | 1.44 | 13.6 | -2.13 | -- | -- | -- | -- | 0.434 | -- | -- | -- | -- | -- |
713.32 | 1.25 | 13.5 | -- | 2.55 | -- | -- | -- | 0.643 | 8.14 | -- | -- | -- | -- |
799.21 | 1.32 | 13.7 | -- | -- | 3.13 | -- | -- | 0.0751 | -- | 2.614 | 4335 | 10.2 | -- |
1070.45 | 1.53 | 13.5 | -- | -- | -- | -- | -- | 0.671 | -- | -- | -- | -- | -- |
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 | 262.21 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
2 | 263.08 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 14 | 4 |
3 | 264.14 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 15 | 2 |
6 | 264.50 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 14 | 4 |
10 | 265.69 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 12 | 7 |
15 | 266.18 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 17 | 2 |
26 | 267.04 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
38 | 267.67 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 14 | 8 |
45 | 267.93 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
65 | 268.84 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 16 | 2 |
80 | 269.25 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 17 | 6 |
87 | 269.40 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 2 |
106 | 270.09 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 16 | 2 |
129 | 270.57 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 8 | 10 |
134 | 270.73 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 15 | 6 |
143 | 270.83 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 15 | 12 |
160 | 271.11 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 8 | 10 |
194 | 271.61 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 17 | 5 |
205 | 271.85 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 19 | NA |
210 | 271.93 | humidity | 90.0 | 43200 | < th | dose independent | sin | 18 | NA |
237 | 272.15 | radiation | 1.0 | 43200 | < th | dose independent | sin | 17 | NA |
242 | 272.26 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 12 | 6 |
268 | 272.66 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 14 | 4 |
294 | 272.91 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 8 |
319 | 273.16 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 8 |
323 | 273.16 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 8 |
359 | 273.89 | radiation | 1.0 | 43200 | > th | dose independent | sin | 17 | NA |
360 | 273.89 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 20 |
364 | 273.94 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 12 |
374 | 274.02 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 18 |
409 | 274.19 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 10 |
410 | 274.19 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 10 |
467 | 274.80 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 15 | 6 |
480 | 274.89 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 5 |
488 | 275.03 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 5 |
489 | 275.03 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 5 |
490 | 275.05 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 2 | 4 |
495 | 275.06 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 15 | 12 |
497 | 275.07 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 13 |
498 | 275.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 13 |
500 | 275.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 13 |
501 | 275.10 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 4 | 2 |
508 | 275.16 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 2 | 4 |
551 | 275.31 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 4 | 2 |
595 | 275.52 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 12 |
603 | 275.60 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 23 | 7 |
616 | 275.65 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 8 | 21 |
638 | 275.72 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 10 |
640 | 275.72 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 10 |
657 | 275.75 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 10 |
795 | 276.39 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 8 |
797 | 276.39 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 8 |
923 | 276.84 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 10 |
941 | 276.90 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 11 | 15 |
942 | 276.90 | radiation | 1.0 | 43200 | < th | dose dependent | sin | 16 | NA |
998 | 277.06 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 15 | 19 |