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Os02g0754300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ribosomal protein L29 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
130.19 | 0.536 | 13.2 | 0.329 | 2.29 | 0.807 | 0.722 | 2.86 | -0.388 | 22.2 | 44.56 | 1803 | -- | -- |
139.22 | 0.55 | 13.2 | 0.12 | 2.25 | 0.865 | 0.685 | -- | -0.42 | 22.3 | 40.2 | 1864 | -- | -- |
132.09 | 0.535 | 13.2 | 0.328 | 2.29 | 0.799 | -- | 2.89 | -0.384 | 22.1 | 45.07 | 1803 | -- | -- |
139.54 | 0.55 | 13.3 | -0.0946 | 2.33 | 0.955 | -- | -- | -0.52 | 22.2 | 40.26 | 1809 | -- | -- |
356.47 | 0.879 | 13.2 | 0.407 | -- | 1.92 | -- | 3.08 | -0.487 | -- | 45.98 | 1013 | -- | -- |
161.07 | 0.595 | 13.2 | 0.0935 | 2.32 | -- | 0.753 | -- | -0.317 | 22 | -- | -- | -- | -- |
163.29 | 0.598 | 13.2 | 0.0645 | 2.32 | -- | -- | -- | -0.318 | 22 | -- | -- | -- | -- |
357.7 | 0.881 | 13.3 | 0.0437 | -- | 1.61 | -- | -- | -0.606 | -- | 40.58 | 1014 | -- | -- |
139.71 | 0.55 | 13.3 | -- | 2.32 | 0.967 | -- | -- | -0.534 | 22.2 | 40.25 | 1809 | -- | -- |
487.78 | 1.03 | 13.2 | 0.093 | -- | -- | -- | -- | -0.317 | -- | -- | -- | -- | -- |
163.4 | 0.598 | 13.2 | -- | 2.32 | -- | -- | -- | -0.326 | 22 | -- | -- | -- | -- |
356.34 | 0.879 | 13.3 | -- | -- | 1.64 | -- | -- | -0.69 | -- | 40.7 | 1013 | -- | -- |
488 | 1.03 | 13.2 | -- | -- | -- | -- | -- | -0.327 | -- | -- | -- | -- | -- |
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 | 121.48 | radiation | 40.0 | 270 | < th | dose independent | rect. | 6 | 18 |
2 | 121.69 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 7 |
4 | 122.02 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 20 |
6 | 122.50 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 7 |
13 | 123.49 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 10 | 9 |
22 | 124.43 | temperature | 30.0 | 270 | < th | dose independent | rect. | 5 | 7 |
23 | 124.45 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 17 |
47 | 125.80 | temperature | 30.0 | 90 | < th | dose independent | rect. | 8 | 17 |
50 | 125.95 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 18 |
60 | 126.42 | wind | 7.0 | 270 | < th | dose independent | rect. | 12 | 17 |
68 | 126.76 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 5 |
77 | 127.06 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 17 |
82 | 127.27 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 17 |
95 | 127.74 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 17 |
111 | 128.30 | temperature | 25.0 | 270 | > th | dose independent | rect. | 10 | 8 |
130 | 128.69 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 6 | 6 |
133 | 128.76 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 24 | 17 |
137 | 128.88 | wind | 5.0 | 270 | < th | dose independent | rect. | 23 | 7 |
168 | 129.46 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 12 | 9 |
178 | 129.63 | wind | 7.0 | 270 | < th | dose independent | rect. | 24 | 17 |
196 | 129.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 17 |
197 | 129.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 17 |
199 | 129.90 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 7 |
200 | 129.90 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 7 |
209 | 130.11 | wind | 7.0 | 270 | < th | dose independent | rect. | 9 | 22 |
222 | 130.28 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 18 |
225 | 130.33 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 7 |
226 | 130.33 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 7 |
227 | 130.33 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 7 |
230 | 130.33 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 7 |
231 | 130.33 | radiation | 20.0 | 270 | < th | dose independent | rect. | 23 | 7 |
240 | 130.40 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 8 |
243 | 130.44 | radiation | 1.0 | 270 | < th | dose dependent | sin | 6 | NA |
246 | 130.45 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 23 | 8 |
247 | 130.47 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 23 | 7 |
248 | 130.48 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 16 | 8 |
261 | 130.59 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 7 |
262 | 130.59 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 7 |
269 | 130.66 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 10 |
273 | 130.70 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 7 |
274 | 130.70 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 12 |
280 | 130.71 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 12 |
283 | 130.73 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 7 |
285 | 130.73 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 7 |
286 | 130.73 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 7 |
287 | 130.73 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 17 |
315 | 131.04 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 8 |
327 | 131.10 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 8 |
346 | 131.29 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 7 |
358 | 131.37 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 19 |
359 | 131.37 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 19 |
367 | 131.41 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 7 |
389 | 131.50 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 10 | 18 |
421 | 131.67 | radiation | 40.0 | 270 | < th | dose independent | rect. | 18 | 17 |
427 | 131.71 | temperature | 15.0 | 270 | > th | dose independent | rect. | 19 | 16 |
429 | 131.72 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 5 |
430 | 131.72 | temperature | 25.0 | 270 | > th | dose dependent | sin | 22 | NA |
431 | 131.72 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 8 |
439 | 131.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 17 |
450 | 131.80 | temperature | 20.0 | 10 | > th | dose independent | rect. | 8 | 4 |
466 | 131.86 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 21 |
480 | 131.88 | wind | 1.0 | 270 | > th | dose independent | rect. | 10 | 9 |
487 | 131.92 | radiation | 1.0 | 270 | < th | dose independent | sin | 6 | NA |
493 | 131.96 | radiation | 1.0 | 270 | > th | dose independent | sin | 6 | NA |
494 | 131.97 | wind | 7.0 | 270 | < th | dose independent | rect. | 11 | 7 |
518 | 132.12 | temperature | 25.0 | 10 | > th | dose independent | rect. | 12 | 8 |
564 | 132.33 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 17 |
566 | 132.33 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 17 |
570 | 132.35 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 7 |
574 | 132.35 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 17 |
575 | 132.35 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 17 |
599 | 132.42 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 4 |
604 | 132.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 17 |
606 | 132.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 17 |
622 | 132.52 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
635 | 132.59 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 7 |
658 | 132.64 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 21 |
659 | 132.65 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 22 | 1 |
660 | 132.65 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 4 |
661 | 132.65 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 7 |
674 | 132.73 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 16 | 4 |
719 | 132.91 | temperature | 20.0 | 10 | > th | dose independent | rect. | 8 | 6 |
729 | 132.92 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 6 |
731 | 132.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 17 |
739 | 132.95 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 7 |
744 | 132.98 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 3 | 6 |
770 | 133.07 | humidity | 90.0 | 90 | < th | dose independent | rect. | 6 | 7 |
788 | 133.12 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 16 | 4 |
790 | 133.13 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 24 | 18 |
830 | 133.18 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 19 | 19 |
841 | 133.22 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 20 | 18 |
847 | 133.23 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 17 |
897 | 133.34 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 17 |
907 | 133.37 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 17 | 2 |
928 | 133.43 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 19 | 6 |
930 | 133.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 9 |
933 | 133.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 9 |
959 | 133.48 | wind | 7.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
972 | 133.52 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 7 |
974 | 133.52 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 18 |
977 | 133.52 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 23 |
979 | 133.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 9 |
980 | 133.53 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 10 | 9 |
981 | 133.53 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 15 |
983 | 133.53 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 15 |
998 | 133.56 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 8 |