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Os01g0758300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Phosphoenolpyruvate carboxylase, housekeeping isozyme (EC 4.1.1.31) (PEPCase).
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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 dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
278.95 | 0.785 | 5.37 | -2.36 | 1.56 | 1.95 | -1.59 | 4.42 | -1.08 | 0.142 | 0.5585 | 4362 | -- | -- |
295.59 | 0.801 | 5.29 | -1.68 | 1.11 | 1.62 | -1.52 | -- | -1.03 | 23.6 | 1.504 | 4618 | -- | -- |
275.87 | 0.774 | 5.39 | -2.14 | 2.35 | 2.67 | -- | 5.33 | -1.08 | 23.2 | 0.1783 | 3998 | -- | -- |
299.7 | 0.806 | 5.29 | -1.56 | 2.18 | 1.95 | -- | -- | -0.925 | 22.6 | 1.378 | 3811 | -- | -- |
309.44 | 0.824 | 5.27 | -1.81 | -- | 1.23 | -- | -1.63 | -1.12 | -- | 0.52 | 4609 | -- | -- |
310.99 | 0.827 | 5.32 | -2 | 1.64 | -- | -1.47 | -- | -1.17 | 0.11 | -- | -- | -- | -- |
320.23 | 0.838 | 5.31 | -1.94 | 1.64 | -- | -- | -- | -1.16 | 0.203 | -- | -- | -- | -- |
326.66 | 0.845 | 5.28 | -1.84 | -- | 1.22 | -- | -- | -1.13 | -- | 0.52 | 4609 | -- | -- |
351.51 | 0.873 | 5.28 | -- | 2.25 | 2.54 | -- | -- | -0.765 | 22.8 | 0.002948 | 3906 | -- | -- |
490.05 | 1.03 | 5.28 | -1.89 | -- | -- | -- | -- | -1.14 | -- | -- | -- | -- | -- |
419.6 | 0.958 | 5.26 | -- | 1.62 | -- | -- | -- | -0.946 | 0.138 | -- | -- | -- | -- |
415.98 | 0.953 | 5.23 | -- | -- | 1.24 | -- | -- | -0.922 | -- | 0.52 | 4609 | -- | -- |
584.09 | 1.13 | 5.23 | -- | -- | -- | -- | -- | -0.928 | -- | -- | -- | -- | -- |
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 | 256.42 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 9 |
5 | 257.87 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
8 | 258.03 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 21 | 11 |
10 | 258.27 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
14 | 259.05 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 2 | 6 |
18 | 259.58 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 24 | 8 |
24 | 260.33 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 7 | 8 |
25 | 260.54 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 8 |
28 | 261.51 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
38 | 261.89 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
56 | 262.67 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
68 | 263.53 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 3 |
81 | 264.26 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
82 | 264.31 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
84 | 264.44 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
85 | 264.44 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 14 | 1 |
88 | 264.56 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 1 | 13 |
89 | 264.59 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
92 | 264.64 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 1 | 11 |
95 | 264.66 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 1 | 14 |
127 | 264.85 | temperature | 15.0 | 43200 | < th | dose independent | sin | 5 | NA |
132 | 264.87 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 22 | 17 |
142 | 264.91 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
154 | 264.95 | temperature | 15.0 | 43200 | > th | dose independent | sin | 4 | NA |
155 | 264.96 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 9 | 5 |
168 | 264.99 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 22 | 9 |
206 | 265.09 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 2 | 2 |
250 | 265.18 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 5 | 9 |
271 | 265.24 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 5 | 7 |
321 | 265.35 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
334 | 265.38 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 9 | 22 |
401 | 265.50 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 22 | 10 |
409 | 265.51 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 9 | 21 |
411 | 265.51 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 13 | 23 |
418 | 265.54 | temperature | 15.0 | 43200 | > th | dose independent | no | NA | NA |
450 | 265.58 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 22 | 6 |
489 | 265.64 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 1 | 7 |
496 | 265.64 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 5 | 23 |
507 | 265.66 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 13 | 23 |
517 | 265.68 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 13 | 18 |
538 | 265.71 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 13 | 18 |
546 | 265.72 | temperature | 15.0 | 43200 | < th | dose independent | no | NA | NA |
668 | 265.89 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 4 | 23 |
669 | 265.90 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 10 | 2 |
778 | 266.21 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 22 | 2 |
853 | 266.56 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
857 | 266.56 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 10 | 2 |
938 | 267.18 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
996 | 267.66 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 1 | 4 |
998 | 267.67 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 13 | 1 |