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Os02g0690500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to TA11 protein (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.7 | 0.229 | 10.2 | 1.23 | 0.323 | 0.518 | 0.348 | -0.209 | 0.295 | 9.02 | 24.6 | 14 | -- | -- |
23.74 | 0.229 | 10.2 | 1.2 | 0.326 | 0.538 | 0.396 | -- | 0.291 | 9.12 | 24.6 | 14 | -- | -- |
24.02 | 0.23 | 10.2 | 1.26 | 0.325 | 0.501 | -- | -0.364 | 0.299 | 8.86 | 24.6 | 6 | -- | -- |
24.25 | 0.231 | 10.2 | 1.21 | 0.327 | 0.533 | -- | -- | 0.289 | 8.92 | 24.6 | 6 | -- | -- |
29.21 | 0.252 | 10.2 | 1.34 | -- | 0.415 | -- | -0.613 | 0.314 | -- | 28.41 | 426 | -- | -- |
28.06 | 0.248 | 10.2 | 1.08 | 0.292 | -- | 0.366 | -- | 0.193 | 8.07 | -- | -- | -- | -- |
28.43 | 0.25 | 10.2 | 1.09 | 0.295 | -- | -- | -- | 0.192 | 7.77 | -- | -- | -- | -- |
28.63 | 0.249 | 10.2 | 1.22 | -- | 0.541 | -- | -- | 0.275 | -- | 38.41 | 563 | -- | -- |
39.56 | 0.293 | 10.3 | -- | 0.365 | -0.732 | -- | -- | -0.146 | 8.09 | 24.35 | 47520 | -- | -- |
33.14 | 0.269 | 10.2 | 1.09 | -- | -- | -- | -- | 0.196 | -- | -- | -- | -- | -- |
59.74 | 0.362 | 10.3 | -- | 0.304 | -- | -- | -- | 0.0708 | 7.52 | -- | -- | -- | -- |
43.49 | 0.307 | 10.3 | -- | -- | -0.74 | -- | -- | -0.146 | -- | 51.84 | 47520 | -- | -- |
64.67 | 0.375 | 10.3 | -- | -- | -- | -- | -- | 0.075 | -- | -- | -- | -- | -- |
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 | 21.29 | temperature | 20 | 270 | > th | dose dependent | rect. | 15 | 12 |
2 | 21.38 | temperature | 20 | 90 | > th | dose dependent | rect. | 17 | 11 |
11 | 21.69 | temperature | 25 | 720 | > th | dose independent | rect. | 15 | 4 |
12 | 21.75 | temperature | 20 | 720 | > th | dose dependent | rect. | 15 | 3 |
14 | 21.81 | temperature | 10 | 720 | > th | dose dependent | rect. | 15 | 4 |
19 | 21.90 | radiation | 1 | 720 | < th | dose dependent | rect. | 15 | 8 |
26 | 21.97 | temperature | 25 | 720 | < th | dose independent | rect. | 11 | 19 |
30 | 22.00 | temperature | 25 | 720 | < th | dose independent | rect. | 14 | 8 |
50 | 22.14 | temperature | 20 | 270 | > th | dose dependent | sin | 14 | NA |
51 | 22.15 | temperature | 25 | 720 | < th | dose independent | sin | 17 | NA |
52 | 22.15 | temperature | 25 | 270 | > th | dose independent | rect. | 14 | 15 |
55 | 22.16 | radiation | 1 | 720 | < th | dose dependent | rect. | 8 | 15 |
80 | 22.24 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 14 |
81 | 22.24 | temperature | 25 | 720 | < th | dose independent | rect. | 11 | 15 |
86 | 22.27 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 4 |
119 | 22.36 | temperature | 25 | 720 | > th | dose independent | rect. | 17 | 1 |
156 | 22.45 | radiation | 1 | 720 | < th | dose independent | rect. | 15 | 8 |
182 | 22.51 | temperature | 30 | 270 | < th | dose dependent | rect. | 17 | 13 |
188 | 22.53 | temperature | 10 | 270 | > th | dose dependent | sin | 14 | NA |
201 | 22.57 | temperature | 30 | 90 | < th | dose dependent | sin | 13 | NA |
205 | 22.59 | radiation | 1 | 720 | < th | dose independent | rect. | 8 | 15 |
394 | 22.96 | temperature | 25 | 720 | > th | dose independent | sin | 17 | NA |
399 | 22.96 | radiation | 1 | 720 | < th | dose dependent | sin | 17 | NA |
480 | 23.04 | temperature | 30 | 720 | < th | dose dependent | rect. | 14 | 8 |
538 | 23.11 | radiation | 1 | 720 | > th | dose independent | rect. | 8 | 21 |
544 | 23.12 | radiation | 1 | 720 | > th | dose independent | rect. | 8 | 10 |
745 | 23.33 | temperature | 30 | 10 | < th | dose dependent | rect. | 16 | 10 |
920 | 23.50 | radiation | 1 | 720 | > th | dose independent | sin | 16 | NA |
927 | 23.50 | temperature | 30 | 10 | < th | dose dependent | rect. | 14 | 12 |