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Os10g0412000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : ATPase, P-type, K/Mg/Cd/Cu/Zn/Na/Ca/Na/H-transporter 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.91 | 0.22 | 11.3 | 0.341 | 0.395 | 0.302 | -0.0687 | -0.44 | 0.251 | 3.24 | 89.11 | 272 | -- | -- |
22.17 | 0.219 | 11.3 | 0.318 | 0.387 | 0.29 | -0.223 | -- | 0.238 | 3.3 | 88.15 | 265 | -- | -- |
21.92 | 0.218 | 11.3 | 0.343 | 0.395 | 0.299 | -- | -0.474 | 0.251 | 3.22 | 89.02 | 269 | -- | -- |
22.33 | 0.22 | 11.3 | 0.326 | 0.377 | 0.266 | -- | -- | 0.245 | 3.3 | 87.3 | 231 | -- | -- |
26.17 | 0.238 | 11.3 | 0.323 | -- | 0.509 | -- | -0.325 | 0.291 | -- | 74 | 212 | -- | -- |
23.85 | 0.229 | 11.3 | 0.356 | 0.517 | -- | -0.174 | -- | 0.201 | 3.74 | -- | -- | -- | -- |
23.94 | 0.229 | 11.3 | 0.359 | 0.515 | -- | -- | -- | 0.202 | 3.69 | -- | -- | -- | -- |
25.93 | 0.237 | 11.3 | 0.351 | -- | 0.474 | -- | -- | 0.257 | -- | 73.06 | 183 | -- | -- |
25.05 | 0.233 | 11.3 | -- | 0.369 | 0.313 | -- | -- | 0.217 | 3.07 | 87.36 | 270 | -- | -- |
38.65 | 0.29 | 11.3 | 0.38 | -- | -- | -- | -- | 0.216 | -- | -- | -- | -- | -- |
27.33 | 0.245 | 11.3 | -- | 0.522 | -- | -- | -- | 0.162 | 3.69 | -- | -- | -- | -- |
28.96 | 0.251 | 11.3 | -- | -- | 0.49 | -- | -- | 0.229 | -- | 78.62 | 164 | -- | -- |
42.46 | 0.304 | 11.3 | -- | -- | -- | -- | -- | 0.174 | -- | -- | -- | -- | -- |
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 | 20.49 | temperature | 25 | 270 | > th | dose independent | rect. | 17 | 14 |
4 | 20.62 | temperature | 25 | 270 | > th | dose independent | sin | 13 | NA |
8 | 20.68 | temperature | 25 | 720 | > th | dose independent | rect. | 15 | 10 |
12 | 20.73 | temperature | 25 | 90 | > th | dose independent | rect. | 17 | 10 |
67 | 21.04 | temperature | 25 | 720 | < th | dose independent | sin | 14 | NA |
69 | 21.04 | temperature | 25 | 720 | < th | dose independent | rect. | 15 | 13 |
79 | 21.08 | temperature | 25 | 720 | < th | dose independent | rect. | 16 | 11 |
81 | 21.09 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 3 |
101 | 21.15 | temperature | 25 | 270 | < th | dose independent | sin | 11 | NA |
105 | 21.15 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 16 |
113 | 21.18 | radiation | 1 | 720 | < th | dose independent | rect. | 14 | 10 |
115 | 21.18 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 12 |
133 | 21.22 | temperature | 25 | 720 | > th | dose dependent | sin | 13 | NA |
134 | 21.23 | radiation | 1 | 720 | > th | dose independent | rect. | 17 | 1 |
137 | 21.23 | temperature | 25 | 270 | > th | dose dependent | rect. | 21 | 10 |
147 | 21.27 | temperature | 25 | 270 | < th | dose independent | rect. | 21 | 10 |
169 | 21.30 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 9 |
176 | 21.32 | radiation | 1 | 720 | < th | dose dependent | rect. | 14 | 10 |
180 | 21.33 | radiation | 1 | 720 | < th | dose independent | rect. | 9 | 15 |
205 | 21.37 | temperature | 25 | 270 | < th | dose independent | rect. | 19 | 12 |
221 | 21.39 | temperature | 25 | 720 | > th | dose dependent | rect. | 22 | 1 |
222 | 21.39 | temperature | 20 | 90 | > th | dose dependent | rect. | 17 | 10 |
241 | 21.43 | temperature | 25 | 10 | > th | dose independent | rect. | 18 | 8 |
252 | 21.43 | radiation | 1 | 720 | < th | dose dependent | rect. | 9 | 15 |
263 | 21.45 | atmosphere | 1005 | 90 | > th | dose independent | rect. | 17 | 10 |
287 | 21.48 | temperature | 25 | 720 | < th | dose independent | rect. | 19 | 6 |
306 | 21.51 | radiation | 1 | 720 | < th | dose independent | sin | 18 | NA |
318 | 21.52 | radiation | 1 | 720 | > th | dose independent | rect. | 13 | 5 |
326 | 21.53 | radiation | 1 | 720 | > th | dose independent | sin | 16 | NA |
329 | 21.53 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 22 | 6 |
378 | 21.57 | radiation | 1 | 270 | < th | dose dependent | rect. | 4 | 14 |
381 | 21.58 | radiation | 1 | 720 | > th | dose independent | rect. | 11 | 7 |
389 | 21.59 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 22 | 3 |
420 | 21.60 | radiation | 1 | 720 | < th | dose dependent | sin | 19 | NA |
441 | 21.61 | radiation | 1 | 270 | < th | dose independent | rect. | 3 | 15 |
446 | 21.61 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 5 |
467 | 21.64 | temperature | 25 | 270 | > th | dose independent | rect. | 22 | 2 |
484 | 21.65 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 20 | 7 |
493 | 21.65 | radiation | 30 | 1440 | < th | dose dependent | rect. | 23 | 6 |
497 | 21.66 | radiation | 1 | 270 | > th | dose independent | sin | 2 | NA |
498 | 21.66 | temperature | 25 | 720 | > th | dose independent | rect. | 17 | 1 |
547 | 21.68 | humidity | 90 | 270 | < th | dose independent | rect. | 8 | 17 |
587 | 21.71 | radiation | 1 | 1440 | > th | dose independent | rect. | 12 | 1 |
633 | 21.73 | wind | 5 | 90 | < th | dose independent | rect. | 11 | 16 |
658 | 21.74 | radiation | 40 | 1440 | < th | dose dependent | rect. | 19 | 10 |
671 | 21.75 | humidity | 60 | 90 | > th | dose independent | rect. | 3 | 14 |
672 | 21.75 | humidity | 90 | 270 | > th | dose independent | rect. | 17 | 14 |
686 | 21.75 | humidity | 50 | 10 | > th | dose dependent | rect. | 16 | 17 |
697 | 21.76 | humidity | 90 | 270 | > th | dose independent | rect. | 11 | 20 |
704 | 21.76 | humidity | 50 | 30 | > th | dose dependent | rect. | 14 | 19 |
724 | 21.77 | humidity | 90 | 270 | > th | dose dependent | rect. | 3 | 23 |
732 | 21.78 | radiation | 1 | 270 | < th | dose dependent | sin | 1 | NA |
746 | 21.79 | radiation | 1 | 720 | < th | dose independent | rect. | 1 | 23 |
760 | 21.80 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 3 |
762 | 21.80 | radiation | 10 | 1440 | < th | dose independent | rect. | 23 | 6 |
772 | 21.80 | radiation | 1 | 720 | < th | dose independent | rect. | 3 | 21 |
817 | 21.83 | humidity | 90 | 270 | < th | dose independent | rect. | 22 | 14 |
821 | 21.83 | radiation | 1 | 720 | > th | dose independent | rect. | 13 | 23 |
822 | 21.83 | radiation | 1 | 720 | < th | dose independent | rect. | 3 | 23 |
847 | 21.85 | radiation | 1 | 270 | < th | dose independent | sin | 1 | NA |
857 | 21.85 | humidity | 90 | 270 | < th | dose independent | rect. | 20 | 16 |
879 | 21.85 | radiation | 1 | 720 | < th | dose dependent | rect. | 9 | 9 |
889 | 21.86 | humidity | 90 | 270 | > th | dose independent | rect. | 20 | 11 |
897 | 21.86 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 8 | 5 |
906 | 21.86 | humidity | 90 | 270 | > th | dose dependent | rect. | 10 | 21 |
914 | 21.87 | radiation | 1 | 270 | > th | dose independent | rect. | 17 | 21 |
923 | 21.87 | humidity | 90 | 270 | > th | dose dependent | rect. | 16 | 17 |
925 | 21.87 | humidity | 50 | 30 | > th | dose dependent | rect. | 14 | 21 |
944 | 21.88 | humidity | 90 | 90 | < th | dose independent | rect. | 9 | 21 |
947 | 21.88 | humidity | 90 | 90 | < th | dose independent | rect. | 8 | 23 |
949 | 21.88 | radiation | 1 | 720 | < th | dose dependent | rect. | 13 | 5 |
967 | 21.89 | humidity | 90 | 270 | > th | dose independent | sin | 9 | NA |
994 | 21.89 | humidity | 90 | 270 | > th | dose dependent | rect. | 17 | 14 |