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Os11g0590900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Disease resistance protein 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
126.72 | 0.529 | 7.61 | 0.568 | 1.96 | -0.917 | 0.585 | 1.24 | -0.596 | 8.96 | 17.08 | 1408 | -- | -- |
130.11 | 0.531 | 7.59 | 0.693 | 1.97 | -0.914 | 0.645 | -- | -0.563 | 8.99 | 17.07 | 1401 | -- | -- |
127.76 | 0.526 | 7.61 | 0.574 | 1.99 | -0.93 | -- | 1.34 | -0.609 | 8.99 | 16.64 | 1376 | -- | -- |
131.56 | 0.534 | 7.6 | 0.703 | 1.97 | -0.883 | -- | -- | -0.561 | 9.02 | 17.08 | 1401 | -- | -- |
324.15 | 0.843 | 7.58 | 0.858 | -- | -0.729 | -- | 0.154 | -0.255 | -- | 16.64 | 1376 | -- | -- |
160.13 | 0.593 | 7.54 | 0.851 | 1.92 | -- | 0.584 | -- | -0.309 | 8.82 | -- | -- | -- | -- |
161.27 | 0.595 | 7.54 | 0.87 | 1.91 | -- | -- | -- | -0.309 | 8.83 | -- | -- | -- | -- |
324.28 | 0.842 | 7.58 | 0.849 | -- | -0.726 | -- | -- | -0.256 | -- | 16.64 | 1376 | -- | -- |
141.98 | 0.555 | 7.6 | -- | 1.95 | -1.04 | -- | -- | -0.632 | 9.02 | 11.41 | 1418 | -- | -- |
369.83 | 0.899 | 7.59 | 0.872 | -- | -- | -- | -- | -0.294 | -- | -- | -- | -- | -- |
181.24 | 0.63 | 7.56 | -- | 1.92 | -- | -- | -- | -0.406 | 8.8 | -- | -- | -- | -- |
329.84 | 0.849 | 7.61 | -- | -- | -0.774 | -- | -- | -0.361 | -- | 10.04 | 1605 | -- | -- |
389.86 | 0.922 | 7.61 | -- | -- | -- | -- | -- | -0.391 | -- | -- | -- | -- | -- |
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 | 124.87 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 2 |
2 | 125.22 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 5 |
3 | 125.72 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 5 |
5 | 125.76 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 8 |
11 | 126.50 | radiation | 10 | 1440 | < th | dose independent | rect. | 13 | 3 |
12 | 126.51 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 22 |
25 | 127.12 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 14 |
27 | 127.13 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 16 |
32 | 127.14 | radiation | 20 | 1440 | < th | dose dependent | sin | 22 | NA |
35 | 127.16 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 12 |
37 | 127.16 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 17 |
38 | 127.16 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 19 |
41 | 127.17 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 10 |
48 | 127.19 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 15 |
50 | 127.20 | radiation | 20 | 1440 | < th | dose dependent | rect. | 8 | 13 |
55 | 127.24 | radiation | 20 | 1440 | < th | dose independent | rect. | 14 | 1 |
75 | 127.52 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 2 |
76 | 127.54 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 22 |
78 | 127.63 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 8 |
92 | 127.89 | radiation | 20 | 1440 | < th | dose dependent | rect. | 20 | 20 |
93 | 127.90 | radiation | 20 | 1440 | < th | dose dependent | rect. | 24 | 16 |
94 | 127.90 | radiation | 20 | 1440 | < th | dose dependent | rect. | 22 | 18 |
102 | 127.93 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 14 |
112 | 128.03 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 14 |
113 | 128.03 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 16 |
114 | 128.03 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 19 |
119 | 128.08 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 12 |
122 | 128.09 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 10 |
125 | 128.10 | radiation | 20 | 1440 | < th | dose independent | rect. | 20 | 20 |
126 | 128.11 | radiation | 20 | 1440 | < th | dose independent | rect. | 24 | 16 |
127 | 128.11 | radiation | 20 | 1440 | < th | dose independent | rect. | 22 | 18 |
136 | 128.13 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 14 |
142 | 128.15 | radiation | 20 | 1440 | < th | dose independent | sin | 22 | NA |
151 | 128.24 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 17 |
152 | 128.24 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 19 |
160 | 128.26 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 15 |
169 | 128.27 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 13 |
205 | 128.38 | radiation | 30 | 1440 | < th | dose dependent | rect. | 14 | 1 |
322 | 128.74 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 23 |
326 | 128.75 | radiation | 20 | 1440 | < th | dose independent | no | NA | NA |
335 | 128.75 | radiation | 20 | 1440 | < th | dose independent | rect. | 24 | 21 |
341 | 128.75 | radiation | 20 | 1440 | < th | dose independent | rect. | 22 | 23 |
356 | 128.76 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 19 |
409 | 128.82 | radiation | 10 | 1440 | > th | dose independent | rect. | 17 | 22 |
440 | 128.92 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 23 |
443 | 128.93 | radiation | 20 | 1440 | < th | dose dependent | no | NA | NA |
445 | 128.93 | radiation | 20 | 1440 | < th | dose dependent | rect. | 24 | 21 |
449 | 128.93 | radiation | 20 | 1440 | < th | dose dependent | rect. | 22 | 23 |
464 | 128.95 | radiation | 20 | 1440 | < th | dose dependent | rect. | 2 | 19 |
496 | 128.99 | radiation | 10 | 1440 | > th | dose independent | rect. | 7 | 8 |
517 | 129.08 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 22 |
595 | 129.37 | radiation | 20 | 1440 | < th | dose independent | rect. | 14 | 23 |
800 | 129.78 | radiation | 10 | 1440 | > th | dose independent | sin | 1 | NA |
899 | 130.08 | radiation | 20 | 1440 | < th | dose dependent | rect. | 14 | 23 |
969 | 130.37 | radiation | 10 | 1440 | > th | dose independent | no | NA | NA |