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Os01g0707300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Vesicle transport v-SNARE 13 (AtVTI13) (Vesicle transport v-SNARE protein VTI13) (Vesicle soluble NSF attachment protein receptor 13).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.59 | 0.197 | 13.8 | 0.0629 | 0.0365 | 0.637 | 0.0946 | 0.167 | 0.228 | 13.2 | 45.29 | 221 | -- | -- |
17.55 | 0.195 | 13.8 | 0.0672 | 0.0486 | 0.625 | 0.00444 | -- | 0.227 | 12.7 | 42.05 | 206 | -- | -- |
17.59 | 0.195 | 13.8 | 0.0598 | 0.0236 | 0.633 | -- | 0.141 | 0.226 | 12.6 | 58.36 | 208 | -- | -- |
17.55 | 0.195 | 13.8 | 0.0669 | 0.0487 | 0.625 | -- | -- | 0.226 | 12.9 | 42.03 | 206 | -- | -- |
17.61 | 0.195 | 13.8 | 0.0579 | -- | 0.612 | -- | 0.138 | 0.221 | -- | 58.52 | 208 | -- | -- |
22.7 | 0.223 | 13.8 | 0.0373 | 0.386 | -- | 0.0355 | -- | 0.184 | 1.97 | -- | -- | -- | -- |
22.71 | 0.223 | 13.8 | 0.0362 | 0.386 | -- | -- | -- | 0.184 | 1.97 | -- | -- | -- | -- |
17.6 | 0.195 | 13.8 | 0.0633 | -- | 0.59 | -- | -- | 0.225 | -- | 44.15 | 207 | -- | -- |
17.67 | 0.196 | 13.8 | -- | 0.0413 | 0.623 | -- | -- | 0.219 | 12.7 | 43.09 | 206 | -- | -- |
31.67 | 0.263 | 13.8 | 0.0522 | -- | -- | -- | -- | 0.193 | -- | -- | -- | -- | -- |
22.74 | 0.223 | 13.8 | -- | 0.387 | -- | -- | -- | 0.18 | 1.97 | -- | -- | -- | -- |
17.71 | 0.196 | 13.8 | -- | -- | 0.596 | -- | -- | 0.222 | -- | 45.21 | 207 | -- | -- |
31.75 | 0.263 | 13.8 | -- | -- | -- | -- | -- | 0.187 | -- | -- | -- | -- | -- |
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 | 16.65 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 6 |
3 | 16.81 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 5 |
5 | 16.89 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 3 |
7 | 16.93 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
10 | 17.02 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 5 |
16 | 17.08 | wind | 1.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
18 | 17.11 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 9 | 23 |
24 | 17.20 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 4 | 13 |
29 | 17.24 | radiation | 20.0 | 270 | < th | dose independent | rect. | 9 | 23 |
30 | 17.26 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 15 | 23 |
31 | 17.26 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 20 | 23 |
32 | 17.28 | wind | 1.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
33 | 17.28 | radiation | 40.0 | 270 | < th | dose dependent | sin | 2 | NA |
35 | 17.29 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
56 | 17.35 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
58 | 17.36 | wind | 5.0 | 43200 | > th | dose independent | rect. | 7 | 2 |
60 | 17.37 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 13 |
66 | 17.38 | radiation | 1.0 | 270 | > th | dose dependent | sin | 3 | NA |
69 | 17.39 | wind | 5.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
80 | 17.42 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 9 | 2 |
85 | 17.44 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
89 | 17.45 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
90 | 17.45 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 10 | 3 |
95 | 17.46 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
96 | 17.46 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
105 | 17.47 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 5 |
108 | 17.48 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
118 | 17.49 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 14 | 5 |
120 | 17.49 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 14 | 5 |
123 | 17.50 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
136 | 17.52 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 7 | 2 |
141 | 17.53 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 6 | 1 |
149 | 17.53 | wind | 5.0 | 43200 | > th | dose independent | rect. | 4 | 6 |
154 | 17.53 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 12 | 7 |
169 | 17.55 | radiation | 20.0 | 270 | < th | dose independent | rect. | 20 | 23 |
185 | 17.57 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 4 |
214 | 17.60 | wind | 5.0 | 43200 | < th | dose independent | rect. | 4 | 6 |
237 | 17.61 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 10 |
238 | 17.62 | wind | 3.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
242 | 17.62 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 6 |
253 | 17.63 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
259 | 17.63 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
270 | 17.64 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 6 |
279 | 17.64 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 6 |
297 | 17.65 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
350 | 17.69 | radiation | 20.0 | 270 | < th | dose independent | sin | 3 | NA |
363 | 17.69 | radiation | 40.0 | 270 | < th | dose dependent | no | NA | NA |
364 | 17.69 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 5 | 11 |
402 | 17.70 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 14 |
410 | 17.71 | temperature | 20.0 | 43200 | > th | dose independent | sin | 14 | NA |
432 | 17.72 | wind | 3.0 | 14400 | > th | dose independent | rect. | 11 | 4 |
444 | 17.72 | radiation | 1.0 | 270 | > th | dose dependent | no | NA | NA |
519 | 17.73 | wind | 3.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
522 | 17.73 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
535 | 17.73 | wind | 5.0 | 43200 | < th | dose independent | rect. | 20 | 13 |
539 | 17.73 | radiation | 20.0 | 270 | > th | dose independent | rect. | 15 | 23 |
581 | 17.75 | wind | 3.0 | 14400 | < th | dose independent | rect. | 11 | 4 |
614 | 17.76 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
616 | 17.76 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
647 | 17.77 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 17 | 5 |
653 | 17.77 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 20 | 13 |
703 | 17.78 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 9 | 13 |
729 | 17.79 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 17 | 1 |
752 | 17.80 | temperature | 20.0 | 43200 | < th | dose independent | sin | 14 | NA |
754 | 17.80 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 24 | 1 |
778 | 17.80 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
790 | 17.81 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 1 |
793 | 17.81 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 8 | 2 |
820 | 17.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 1 |
824 | 17.81 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 4 |
865 | 17.82 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 18 | NA |
882 | 17.82 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 10 |
985 | 17.85 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 1 |