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Os03g0185400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1677, Oryza sativa 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 = temperature,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
325.71 | 0.848 | 3.15 | -0.161 | 0.0852 | -0.586 | -0.342 | 0.748 | -0.351 | 7.41 | 24.6 | 882 | -- | -- |
326.49 | 0.842 | 3.13 | 0.0658 | 0.0236 | -0.561 | -0.163 | -- | -0.284 | 7.53 | 24.5 | 991 | -- | -- |
325.8 | 0.841 | 3.15 | -0.147 | 0.035 | -0.593 | -- | 0.668 | -0.345 | 7.07 | 24.6 | 976 | -- | -- |
326.53 | 0.842 | 3.12 | 0.0394 | 0.0425 | -0.556 | -- | -- | -0.277 | 6.56 | 24.58 | 976 | -- | -- |
325.85 | 0.841 | 3.15 | -0.138 | -- | -0.59 | -- | 0.646 | -0.34 | -- | 24.53 | 998 | -- | -- |
336.39 | 0.86 | 3.08 | 0.25 | 0.2 | -- | 0.0806 | -- | -0.0682 | 0.835 | -- | -- | -- | -- |
336.41 | 0.859 | 3.08 | 0.247 | 0.2 | -- | -- | -- | -0.0688 | 0.913 | -- | -- | -- | -- |
326.58 | 0.842 | 3.12 | 0.0637 | -- | -0.555 | -- | -- | -0.278 | -- | 24.58 | 998 | -- | -- |
326.58 | 0.842 | 3.12 | -- | 0.0528 | -0.572 | -- | -- | -0.282 | 5.41 | 24.5 | 977 | -- | -- |
338.9 | 0.86 | 3.08 | 0.255 | -- | -- | -- | -- | -0.065 | -- | -- | -- | -- | -- |
338.02 | 0.86 | 3.09 | -- | 0.204 | -- | -- | -- | -0.0963 | 0.966 | -- | -- | -- | -- |
326.68 | 0.842 | 3.13 | -- | -- | -0.569 | -- | -- | -0.289 | -- | 24.56 | 998 | -- | -- |
340.61 | 0.861 | 3.08 | -- | -- | -- | -- | -- | -0.0932 | -- | -- | -- | -- | -- |
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 | 315.35 | humidity | 80.0 | 10 | < th | dose independent | rect. | 5 | 1 |
6 | 315.35 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 5 | 1 |
19 | 316.38 | wind | 3.0 | 10 | > th | dose dependent | rect. | 6 | 1 |
29 | 318.03 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 1 | 1 |
36 | 318.03 | atmosphere | 1000.0 | 10 | < th | dose dependent | rect. | 1 | 1 |
53 | 320.18 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 22 | 1 |
56 | 321.41 | wind | 3.0 | 10 | > th | dose independent | rect. | 5 | 2 |
57 | 321.45 | humidity | 50.0 | 10 | < th | dose independent | rect. | 11 | 5 |
75 | 321.50 | wind | 1.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
76 | 321.52 | humidity | 50.0 | 10 | < th | dose independent | rect. | 15 | 1 |
78 | 321.52 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 15 | 1 |
84 | 321.95 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 22 | 1 |
91 | 322.07 | temperature | 30.0 | 10 | > th | dose dependent | rect. | 14 | 2 |
167 | 322.19 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 11 | 5 |
189 | 322.53 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 8 |
202 | 322.79 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 1 |
203 | 322.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 8 |
204 | 322.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 8 |
223 | 322.83 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 8 |
229 | 322.91 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
233 | 323.01 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 20 | 3 |
234 | 323.08 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 9 | 19 |
241 | 323.24 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 2 |
256 | 323.40 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 19 | 6 |
274 | 323.55 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 20 | 1 |
275 | 323.55 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 14 | 13 |
278 | 323.57 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 22 | 1 |
289 | 323.67 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 6 | 21 |
298 | 323.77 | temperature | 25.0 | 270 | > th | dose independent | sin | 10 | NA |
306 | 323.87 | humidity | 50.0 | 10 | < th | dose independent | sin | 6 | NA |
315 | 323.94 | temperature | 25.0 | 270 | > th | dose independent | rect. | 20 | 13 |
322 | 324.01 | temperature | 25.0 | 270 | < th | dose independent | sin | 11 | NA |
324 | 324.04 | wind | 1.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
326 | 324.06 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 15 | 13 |
447 | 324.80 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 15 |
457 | 324.87 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 24 | 4 |
466 | 324.96 | temperature | 25.0 | 270 | < th | dose independent | rect. | 11 | 22 |
471 | 324.98 | wind | 1.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
473 | 324.98 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 22 | 6 |
480 | 325.04 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
481 | 325.05 | atmosphere | 1005.0 | 720 | < th | dose dependent | rect. | 23 | 2 |
498 | 325.12 | temperature | 25.0 | 270 | < th | dose independent | rect. | 13 | 20 |
507 | 325.16 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 19 |
516 | 325.20 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 5 | NA |
522 | 325.23 | temperature | 25.0 | 270 | < th | dose independent | rect. | 15 | 18 |
526 | 325.27 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 5 | NA |
527 | 325.27 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 5 | NA |
530 | 325.30 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 5 | NA |
547 | 325.34 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
561 | 325.42 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 4 | 11 |
567 | 325.45 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 4 | 20 |
577 | 325.52 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 15 | 1 |
580 | 325.53 | atmosphere | 1005.0 | 720 | < th | dose dependent | rect. | 22 | 5 |
582 | 325.54 | temperature | 25.0 | 720 | < th | dose independent | rect. | 2 | 19 |
586 | 325.57 | wind | 1.0 | 1440 | > th | dose independent | rect. | 10 | 2 |
620 | 325.69 | atmosphere | 1000.0 | 90 | > th | dose dependent | rect. | 3 | 11 |
631 | 325.74 | atmosphere | 1005.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
650 | 325.77 | wind | 3.0 | 90 | < th | dose dependent | rect. | 24 | 3 |
664 | 325.82 | temperature | 20.0 | 10 | > th | dose independent | rect. | 4 | 11 |
669 | 325.83 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 24 | 3 |
671 | 325.84 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 19 | 8 |
707 | 325.95 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 8 | 2 |
724 | 325.99 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 17 | 11 |
747 | 326.05 | atmosphere | 1005.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
749 | 326.05 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 4 | 6 |
780 | 326.12 | wind | 3.0 | 1440 | < th | dose independent | rect. | 9 | 18 |
789 | 326.14 | humidity | 60.0 | 10 | > th | dose independent | rect. | 12 | 12 |
790 | 326.14 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 21 |
802 | 326.17 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 10 | 5 |
807 | 326.18 | wind | 3.0 | 1440 | > th | dose independent | rect. | 8 | 19 |
830 | 326.21 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
842 | 326.24 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 19 | 14 |
851 | 326.25 | atmosphere | 1005.0 | 720 | < th | dose dependent | rect. | 18 | 16 |
853 | 326.25 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 16 | 20 |
870 | 326.27 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 18 | 16 |
873 | 326.28 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 16 | 19 |
896 | 326.29 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
903 | 326.30 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 18 | 20 |
917 | 326.33 | wind | 3.0 | 90 | < th | dose independent | rect. | 24 | 3 |
920 | 326.33 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 3 | 11 |
937 | 326.35 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 17 | 17 |
938 | 326.36 | humidity | 60.0 | 43200 | < th | dose independent | sin | 10 | NA |
967 | 326.40 | wind | 3.0 | 1440 | < th | dose independent | rect. | 19 | 20 |
970 | 326.42 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 16 | 19 |
971 | 326.42 | atmosphere | 1005.0 | 720 | < th | dose dependent | sin | 11 | NA |
993 | 326.46 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 4 |
995 | 326.46 | wind | 3.0 | 1440 | > th | dose independent | rect. | 19 | 20 |