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Os08g0400000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Puromycin-sensitive aminopeptidase (EC 3.4.11.-) (PSA).
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
231.26 | 0.714 | 5.2 | 2.57 | 0.0779 | -3.7 | 1.1 | -7.6 | 0.968 | 20.4 | 27.43 | 5834 | -- | -- |
265.27 | 0.759 | 5.47 | 1.13 | 0.0414 | -2.86 | -0.997 | -- | 0.628 | 8.67 | 37.18 | 6429 | -- | -- |
231.75 | 0.709 | 5.18 | 2.5 | 0.217 | -4.17 | -- | -8.65 | 0.928 | 16.3 | 25.3 | 5746 | -- | -- |
266.71 | 0.761 | 5.48 | 1.08 | 0.232 | -2.88 | -- | -- | 0.574 | 15.4 | 186.8 | 6879 | -- | -- |
233.99 | 0.712 | 5.18 | 2.46 | -- | -4.2 | -- | -8.71 | 0.912 | -- | 25.3 | 6052 | -- | -- |
401.77 | 0.94 | 5.32 | 2.55 | 0.0674 | -- | 1.11 | -- | 1.3 | 21.3 | -- | -- | -- | -- |
405.75 | 0.943 | 5.32 | 2.51 | 0.117 | -- | -- | -- | 1.3 | 17.8 | -- | -- | -- | -- |
268.92 | 0.764 | 5.47 | 1.1 | -- | -2.86 | -- | -- | 0.624 | -- | 195 | 6402 | -- | -- |
241.04 | 0.723 | 5.59 | -- | 0.163 | -3.05 | -- | -- | 0.0887 | 15.6 | 163.2 | 32226 | -- | -- |
406.46 | 0.942 | 5.32 | 2.51 | -- | -- | -- | -- | 1.3 | -- | -- | -- | -- | -- |
571.86 | 1.12 | 5.38 | -- | 0.0844 | -- | -- | -- | 1.02 | 19.3 | -- | -- | -- | -- |
242.49 | 0.725 | 5.59 | -- | -- | -3.03 | -- | -- | 0.0872 | -- | 169.1 | 32153 | -- | -- |
572.23 | 1.12 | 5.38 | -- | -- | -- | -- | -- | 1.02 | -- | -- | -- | -- | -- |
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 | 205.84 | radiation | 1 | 43200 | < th | dose dependent | rect. | 4 | 1 |
6 | 208.38 | radiation | 1 | 43200 | < th | dose dependent | rect. | 21 | 8 |
11 | 212.02 | temperature | 20 | 43200 | > th | dose independent | rect. | 6 | 1 |
12 | 212.04 | temperature | 20 | 43200 | < th | dose independent | rect. | 5 | 2 |
13 | 212.17 | temperature | 20 | 43200 | < th | dose independent | rect. | 1 | 1 |
16 | 212.33 | temperature | 20 | 43200 | < th | dose dependent | rect. | 4 | 1 |
18 | 212.58 | temperature | 20 | 43200 | < th | dose independent | rect. | 23 | 1 |
20 | 212.80 | temperature | 20 | 43200 | < th | dose independent | rect. | 23 | 3 |
27 | 213.26 | temperature | 20 | 43200 | > th | dose independent | rect. | 23 | 1 |
32 | 213.42 | temperature | 20 | 43200 | < th | dose independent | rect. | 21 | 15 |
36 | 213.49 | temperature | 20 | 43200 | < th | dose independent | rect. | 21 | 19 |
40 | 213.52 | temperature | 20 | 43200 | < th | dose independent | rect. | 21 | 10 |
72 | 213.70 | temperature | 20 | 43200 | < th | dose independent | sin | 8 | NA |
98 | 213.88 | temperature | 20 | 43200 | > th | dose independent | rect. | 1 | 1 |
120 | 213.99 | temperature | 20 | 43200 | > th | dose independent | rect. | 23 | 3 |
124 | 214.00 | temperature | 20 | 43200 | < th | dose independent | rect. | 14 | 17 |
144 | 214.09 | temperature | 20 | 43200 | > th | dose independent | rect. | 21 | 15 |
151 | 214.11 | temperature | 20 | 43200 | > th | dose independent | rect. | 20 | 11 |
170 | 214.17 | temperature | 20 | 43200 | > th | dose independent | rect. | 21 | 18 |
221 | 214.27 | temperature | 20 | 43200 | < th | dose independent | rect. | 5 | 22 |
222 | 214.28 | temperature | 20 | 43200 | > th | dose independent | sin | 9 | NA |
314 | 214.48 | temperature | 20 | 43200 | > th | dose independent | rect. | 14 | 17 |
318 | 214.49 | temperature | 20 | 43200 | < th | dose independent | no | NA | NA |
354 | 214.60 | temperature | 20 | 43200 | > th | dose independent | rect. | 1 | 7 |
390 | 214.69 | temperature | 20 | 43200 | < th | dose independent | rect. | 1 | 23 |
403 | 214.73 | temperature | 20 | 43200 | > th | dose independent | rect. | 5 | 22 |
501 | 214.94 | temperature | 20 | 43200 | > th | dose independent | no | NA | NA |
527 | 215.04 | temperature | 20 | 43200 | > th | dose independent | rect. | 1 | 23 |
771 | 216.31 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
790 | 216.48 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
803 | 216.50 | temperature | 25 | 43200 | > th | dose independent | rect. | 17 | 1 |
816 | 216.61 | temperature | 25 | 43200 | < th | dose independent | rect. | 17 | 1 |
844 | 216.83 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 23 |
886 | 217.20 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
899 | 217.29 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 7 |
905 | 217.31 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 1 |
908 | 217.32 | temperature | 20 | 43200 | < th | dose dependent | sin | 8 | NA |
912 | 217.33 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 13 |
916 | 217.35 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 5 |
919 | 217.35 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 17 |
920 | 217.35 | radiation | 1 | 43200 | < th | dose dependent | rect. | 8 | 21 |
947 | 217.57 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 21 |
978 | 217.85 | radiation | 1 | 43200 | < th | dose dependent | rect. | 8 | 11 |
982 | 217.88 | radiation | 1 | 43200 | < th | dose dependent | rect. | 8 | 15 |