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Os08g0518100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : RabGAP/TBC domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.39 | 0.222 | 13.9 | 0.729 | 0.752 | 0.537 | -0.135 | -0.066 | 0.397 | 5.65 | 17.13 | 34 | -- | -- |
22.4 | 0.22 | 13.9 | 0.725 | 0.749 | 0.539 | -0.148 | -- | 0.399 | 5.76 | 13.69 | 36 | -- | -- |
22.44 | 0.221 | 13.9 | 0.729 | 0.751 | 0.538 | -- | -0.0718 | 0.398 | 5.66 | 17.14 | 33 | -- | -- |
22.45 | 0.221 | 13.9 | 0.723 | 0.749 | 0.541 | -- | -- | 0.4 | 5.78 | 13.84 | 36 | -- | -- |
27.31 | 0.243 | 13.9 | 0.782 | -- | 0.962 | -- | -0.166 | 0.405 | -- | 2.546 | 470 | -- | -- |
27.12 | 0.244 | 13.9 | 0.716 | 0.998 | -- | -0.123 | -- | 0.357 | 3.37 | -- | -- | -- | -- |
27.17 | 0.244 | 13.9 | 0.718 | 0.998 | -- | -- | -- | 0.358 | 3.37 | -- | -- | -- | -- |
27.38 | 0.244 | 13.9 | 0.775 | -- | 0.964 | -- | -- | 0.403 | -- | 2.521 | 472 | -- | -- |
35.75 | 0.278 | 13.9 | -- | 0.76 | 0.548 | -- | -- | 0.322 | 5.88 | 10 | 44 | -- | -- |
83.19 | 0.426 | 13.9 | 0.76 | -- | -- | -- | -- | 0.384 | -- | -- | -- | -- | -- |
40.75 | 0.299 | 13.9 | -- | 1.01 | -- | -- | -- | 0.278 | 3.37 | -- | -- | -- | -- |
42.19 | 0.303 | 13.9 | -- | -- | 0.966 | -- | -- | 0.332 | -- | 8.49 | 440 | -- | -- |
98.43 | 0.463 | 13.9 | -- | -- | -- | -- | -- | 0.3 | -- | -- | -- | -- | -- |
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 | 20.25 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 10 |
2 | 20.38 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 11 |
6 | 20.75 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
8 | 20.77 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 12 |
32 | 21.23 | radiation | 40.0 | 270 | < th | dose independent | rect. | 9 | 10 |
39 | 21.32 | radiation | 40.0 | 270 | < th | dose independent | rect. | 24 | 19 |
40 | 21.36 | radiation | 40.0 | 270 | < th | dose independent | rect. | 24 | 21 |
45 | 21.44 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 21 | 19 |
46 | 21.44 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 24 | 19 |
47 | 21.46 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 3 | 18 |
48 | 21.46 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 20 |
52 | 21.51 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 14 |
53 | 21.52 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 1 | 15 |
55 | 21.54 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
57 | 21.56 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 3 | 13 |
65 | 21.61 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 3 | 19 |
72 | 21.64 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 16 |
78 | 21.66 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
82 | 21.68 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 18 |
89 | 21.71 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 2 | 19 |
109 | 21.79 | radiation | 1.0 | 90 | < th | dose dependent | sin | 1 | NA |
114 | 21.82 | radiation | 1.0 | 90 | < th | dose independent | sin | 1 | NA |
123 | 21.83 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
144 | 21.88 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 13 |
147 | 21.88 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 10 | 11 |
148 | 21.88 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 13 |
172 | 21.92 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 10 | 20 |
173 | 21.93 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 13 |
202 | 21.97 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 3 | 18 |
204 | 21.97 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 24 | 23 |
221 | 22.01 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 7 | 23 |
222 | 22.02 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 24 | 23 |
226 | 22.03 | radiation | 40.0 | 270 | < th | dose independent | rect. | 24 | 11 |
256 | 22.10 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 15 | 4 |
262 | 22.11 | radiation | 1.0 | 90 | > th | dose independent | sin | 1 | NA |
264 | 22.11 | radiation | 30.0 | 270 | < th | dose independent | rect. | 15 | 14 |
276 | 22.12 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 24 | 19 |
280 | 22.13 | radiation | 1.0 | 90 | > th | dose independent | rect. | 5 | 12 |
287 | 22.13 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 18 |
301 | 22.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 11 |
303 | 22.15 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 11 |
304 | 22.15 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 11 |
305 | 22.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 13 |
317 | 22.16 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 24 | 11 |
331 | 22.18 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 24 | 12 |
343 | 22.21 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 11 |
356 | 22.23 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 10 |
357 | 22.23 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 10 |
358 | 22.23 | temperature | 30.0 | 90 | < th | dose independent | rect. | 2 | 19 |
361 | 22.23 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 10 |
372 | 22.24 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 10 | 22 |
387 | 22.27 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 3 | 18 |
399 | 22.29 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 19 |
402 | 22.29 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 10 | 12 |
410 | 22.30 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 16 | 14 |
447 | 22.34 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 13 |
455 | 22.35 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 11 |
470 | 22.36 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 10 |
471 | 22.36 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 10 |
472 | 22.36 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 14 |
481 | 22.36 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 24 | 19 |
528 | 22.41 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 11 |
531 | 22.41 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 11 |
537 | 22.42 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 18 | 12 |
601 | 22.46 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 16 | 22 |
630 | 22.48 | radiation | 20.0 | 30 | < th | dose dependent | no | NA | NA |
632 | 22.48 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
637 | 22.48 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 13 | 23 |
674 | 22.53 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
689 | 22.55 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 12 |
701 | 22.56 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 15 | 14 |
710 | 22.57 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 14 |
730 | 22.59 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 16 |
763 | 22.61 | temperature | 25.0 | 10 | > th | dose dependent | sin | 2 | NA |
770 | 22.62 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 15 | 4 |
781 | 22.62 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 24 | 23 |
788 | 22.63 | temperature | 25.0 | 270 | > th | dose dependent | sin | 6 | NA |
789 | 22.63 | wind | 9.0 | 270 | < th | dose dependent | rect. | 21 | 3 |
823 | 22.65 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 17 | 2 |
824 | 22.65 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 14 |
848 | 22.66 | humidity | 70.0 | 270 | > th | dose independent | rect. | 24 | 19 |
875 | 22.68 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 10 |
881 | 22.68 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 21 | 6 |
883 | 22.68 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 10 |
898 | 22.69 | wind | 5.0 | 90 | < th | dose independent | rect. | 21 | 6 |
915 | 22.70 | humidity | 70.0 | 270 | > th | dose independent | rect. | 24 | 12 |
932 | 22.71 | temperature | 25.0 | 90 | > th | dose independent | rect. | 5 | 11 |
954 | 22.72 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 14 |
955 | 22.72 | wind | 9.0 | 90 | < th | dose dependent | rect. | 21 | 6 |
1000 | 22.75 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 2 |