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Os04g0658100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Histone-fold 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.02 | 0.22 | 8.79 | 0.342 | 0.359 | 0.41 | 0.293 | 0.113 | 0.2 | 4.95 | 46.66 | 19 | -- | -- |
22.06 | 0.219 | 8.79 | 0.336 | 0.361 | 0.401 | 0.306 | -- | 0.198 | 4.85 | 46.56 | 18 | -- | -- |
22.22 | 0.22 | 8.79 | 0.343 | 0.363 | 0.4 | -- | 0.176 | 0.198 | 4.84 | 46.66 | 18 | -- | -- |
22.32 | 0.22 | 8.79 | 0.339 | 0.365 | 0.397 | -- | -- | 0.197 | 4.83 | 46.48 | 16 | -- | -- |
24.05 | 0.228 | 8.79 | 0.344 | -- | 0.476 | -- | 0.239 | 0.205 | -- | 8.572 | 350 | -- | -- |
24.74 | 0.233 | 8.8 | 0.332 | 0.527 | -- | 0.254 | -- | 0.186 | 2.9 | -- | -- | -- | -- |
24.95 | 0.234 | 8.8 | 0.326 | 0.528 | -- | -- | -- | 0.185 | 2.89 | -- | -- | -- | -- |
24.26 | 0.229 | 8.79 | 0.338 | -- | 0.476 | -- | -- | 0.205 | -- | 7.935 | 351 | -- | -- |
25.31 | 0.234 | 8.8 | -- | 0.37 | 0.394 | -- | -- | 0.164 | 4.7 | 47.55 | 24 | -- | -- |
41.04 | 0.299 | 8.8 | 0.349 | -- | -- | -- | -- | 0.199 | -- | -- | -- | -- | -- |
27.76 | 0.246 | 8.81 | -- | 0.534 | -- | -- | -- | 0.149 | 2.89 | -- | -- | -- | -- |
27.21 | 0.243 | 8.8 | -- | -- | 0.486 | -- | -- | 0.169 | -- | 9.936 | 348 | -- | -- |
44.25 | 0.31 | 8.8 | -- | -- | -- | -- | -- | 0.16 | -- | -- | -- | -- | -- |
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 | 19.18 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
2 | 19.23 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 15 |
3 | 19.29 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
12 | 19.89 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
24 | 20.18 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 6 | 21 |
32 | 20.36 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 10 |
33 | 20.36 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
35 | 20.37 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 24 | 13 |
52 | 20.47 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 16 |
56 | 20.51 | temperature | 30.0 | 10 | < th | dose dependent | sin | 2 | NA |
70 | 20.58 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 14 |
71 | 20.58 | temperature | 20.0 | 10 | > th | dose dependent | sin | 3 | NA |
72 | 20.59 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 15 |
75 | 20.62 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 14 |
91 | 20.66 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 20 |
92 | 20.67 | temperature | 10.0 | 10 | > th | dose dependent | sin | 3 | NA |
94 | 20.67 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 1 | 13 |
118 | 20.74 | temperature | 10.0 | 90 | > th | dose dependent | sin | 4 | NA |
149 | 20.83 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 14 |
153 | 20.85 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 10 |
160 | 20.86 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 14 |
161 | 20.86 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 19 |
167 | 20.88 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
169 | 20.89 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 10 |
176 | 20.91 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 5 | 8 |
190 | 20.93 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 9 |
197 | 20.95 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 8 |
206 | 20.97 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
226 | 20.99 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 4 | 15 |
246 | 21.02 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
258 | 21.04 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 16 |
275 | 21.06 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
304 | 21.11 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 12 |
308 | 21.12 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
316 | 21.13 | temperature | 25.0 | 270 | > th | dose independent | sin | 7 | NA |
331 | 21.15 | temperature | 25.0 | 270 | < th | dose independent | sin | 7 | NA |
355 | 21.19 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
360 | 21.20 | radiation | 20.0 | 30 | < th | dose independent | rect. | 3 | 16 |
374 | 21.21 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 19 | 18 |
396 | 21.24 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 15 |
427 | 21.28 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 1 | 12 |
442 | 21.29 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 17 |
487 | 21.34 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 6 |
507 | 21.36 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 4 |
533 | 21.39 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 4 |
536 | 21.39 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 13 |
595 | 21.44 | radiation | 20.0 | 30 | < th | dose independent | rect. | 3 | 23 |
619 | 21.46 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
680 | 21.51 | humidity | 70.0 | 10 | > th | dose independent | rect. | 3 | 16 |
688 | 21.51 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 16 |
759 | 21.56 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 4 | 15 |
769 | 21.57 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 16 |
810 | 21.60 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 5 |
812 | 21.60 | radiation | 10.0 | 270 | > th | dose independent | rect. | 17 | 20 |
813 | 21.60 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 20 |
823 | 21.60 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 20 |
825 | 21.60 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 20 |
850 | 21.62 | radiation | 20.0 | 30 | < th | dose independent | rect. | 3 | 20 |
891 | 21.65 | radiation | 30.0 | 90 | < th | dose independent | rect. | 3 | 9 |
916 | 21.66 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 8 |
917 | 21.66 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 20 | 8 |
931 | 21.67 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 16 |
947 | 21.67 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 16 |