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Os01g0856500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Amino acid/polyamine transporter II 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
68.52 | 0.389 | 10.9 | 1.37 | 0.439 | -1.58 | -0.189 | -2.26 | 0.587 | 9.74 | 0.5768 | 1446 | -- | -- |
69.97 | 0.39 | 10.9 | 1.18 | 0.433 | -1.07 | -0.176 | -- | 0.552 | 9.6 | 1.404 | 1450 | -- | -- |
68.64 | 0.386 | 10.9 | 1.36 | 0.438 | -1.59 | -- | -2.26 | 0.584 | 9.75 | 0.5557 | 1446 | -- | -- |
70.06 | 0.39 | 10.9 | 1.19 | 0.421 | -1.07 | -- | -- | 0.555 | 9.62 | 1.577 | 1452 | -- | -- |
74.75 | 0.403 | 10.9 | 1.33 | -- | -1.72 | -- | -2.15 | 0.596 | -- | 0.617 | 1511 | -- | -- |
82.67 | 0.426 | 10.9 | 1.42 | 0.458 | -- | -0.253 | -- | 0.691 | 9.7 | -- | -- | -- | -- |
82.91 | 0.426 | 10.9 | 1.41 | 0.459 | -- | -- | -- | 0.691 | 9.72 | -- | -- | -- | -- |
75.33 | 0.404 | 10.9 | 1.18 | -- | -1.31 | -- | -- | 0.546 | -- | 1.393 | 1543 | -- | -- |
74.78 | 0.403 | 11 | -- | 0.405 | -1.24 | -- | -- | 0.269 | 11.2 | 0.009998 | 47520 | -- | -- |
95.44 | 0.457 | 10.9 | 1.41 | -- | -- | -- | -- | 0.691 | -- | -- | -- | -- | -- |
135.54 | 0.545 | 10.9 | -- | 0.457 | -- | -- | -- | 0.533 | 9.49 | -- | -- | -- | -- |
85.3 | 0.43 | 11 | -- | -- | -1.28 | -- | -- | 0.199 | -- | 0.004463 | 46336 | -- | -- |
147.8 | 0.567 | 11 | -- | -- | -- | -- | -- | 0.535 | -- | -- | -- | -- | -- |
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 | 66.91 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 1 |
3 | 66.97 | temperature | 20 | 14400 | > th | dose dependent | rect. | 4 | 1 |
6 | 67.07 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
15 | 67.27 | temperature | 25 | 14400 | > th | dose independent | rect. | 17 | 8 |
26 | 67.34 | temperature | 25 | 14400 | < th | dose independent | rect. | 17 | 8 |
28 | 67.35 | temperature | 25 | 14400 | < th | dose independent | rect. | 17 | 10 |
48 | 67.49 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 1 |
54 | 67.51 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 4 |
55 | 67.52 | temperature | 25 | 4320 | < th | dose independent | rect. | 8 | 1 |
73 | 67.57 | temperature | 25 | 14400 | > th | dose independent | rect. | 19 | 1 |
81 | 67.60 | temperature | 25 | 4320 | > th | dose independent | rect. | 8 | 2 |
86 | 67.61 | temperature | 25 | 14400 | < th | dose independent | rect. | 19 | 1 |
111 | 67.68 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 1 |
129 | 67.70 | radiation | 1 | 720 | < th | dose dependent | rect. | 5 | 22 |
153 | 67.77 | temperature | 25 | 14400 | > th | dose dependent | rect. | 16 | 3 |
155 | 67.78 | temperature | 30 | 14400 | > th | dose independent | rect. | 14 | 1 |
159 | 67.78 | temperature | 25 | 14400 | < th | dose independent | rect. | 17 | 16 |
175 | 67.82 | temperature | 25 | 14400 | > th | dose independent | rect. | 17 | 16 |
176 | 67.82 | temperature | 20 | 14400 | > th | dose dependent | rect. | 21 | 1 |
193 | 67.85 | temperature | 25 | 14400 | < th | dose independent | sin | 13 | NA |
194 | 67.85 | temperature | 25 | 14400 | > th | dose independent | rect. | 23 | 1 |
202 | 67.87 | temperature | 25 | 14400 | > th | dose independent | sin | 13 | NA |
216 | 67.89 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 2 |
223 | 67.89 | temperature | 25 | 14400 | > th | dose dependent | rect. | 14 | 10 |
307 | 68.00 | temperature | 20 | 14400 | > th | dose dependent | sin | 11 | NA |
344 | 68.03 | temperature | 25 | 14400 | > th | dose dependent | sin | 16 | NA |
346 | 68.03 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 9 |
383 | 68.05 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 18 |
407 | 68.07 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 4 |
503 | 68.13 | temperature | 20 | 14400 | > th | dose independent | rect. | 4 | 1 |
523 | 68.14 | humidity | 90 | 43200 | > th | dose dependent | sin | 16 | NA |
568 | 68.18 | temperature | 25 | 14400 | < th | dose independent | rect. | 23 | 1 |
582 | 68.19 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 6 |
614 | 68.21 | radiation | 1 | 1440 | < th | dose dependent | sin | 17 | NA |
620 | 68.22 | temperature | 20 | 14400 | < th | dose independent | rect. | 4 | 1 |
718 | 68.27 | humidity | 90 | 43200 | > th | dose dependent | rect. | 8 | 20 |
731 | 68.28 | radiation | 1 | 720 | < th | dose dependent | rect. | 5 | 14 |
792 | 68.30 | humidity | 90 | 43200 | > th | dose dependent | rect. | 15 | 20 |
861 | 68.33 | temperature | 25 | 14400 | > th | dose independent | rect. | 7 | 21 |
864 | 68.33 | temperature | 25 | 14400 | > th | dose independent | rect. | 5 | 22 |
887 | 68.33 | temperature | 25 | 14400 | > th | dose dependent | rect. | 23 | 20 |
904 | 68.34 | temperature | 25 | 14400 | > th | dose independent | no | NA | NA |
909 | 68.34 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 14 |
925 | 68.34 | temperature | 25 | 14400 | < th | dose independent | rect. | 5 | 23 |
968 | 68.35 | temperature | 25 | 14400 | > th | dose independent | rect. | 2 | 23 |
970 | 68.35 | temperature | 25 | 14400 | > th | dose dependent | no | NA | NA |
986 | 68.36 | temperature | 25 | 14400 | < th | dose independent | no | NA | NA |