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Os09g0507800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 60S ribosomal protein L7a.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
105.54 | 0.483 | 14.5 | 0.535 | 1.06 | 0.379 | 1.03 | -1.84 | -0.0144 | 17.9 | 20.1 | 4145 | -- | -- |
107.96 | 0.484 | 14.4 | 0.872 | 1.07 | 0.76 | 1.07 | -- | 0.0764 | 17.9 | 19.8 | 2648 | -- | -- |
108.03 | 0.484 | 14.5 | 0.496 | 1.06 | 0.381 | -- | -1.96 | -0.0253 | 17.9 | 20.29 | 4153 | -- | -- |
110.7 | 0.49 | 14.4 | 0.839 | 1.07 | 0.796 | -- | -- | 0.0714 | 17.8 | 19.72 | 2690 | -- | -- |
166.38 | 0.601 | 14.5 | 0.533 | -- | 0.388 | -- | -1.75 | -0.0224 | -- | 20.2 | 3678 | -- | -- |
119.44 | 0.512 | 14.4 | 1.27 | 1.04 | -- | 1.18 | -- | 0.252 | 18 | -- | -- | -- | -- |
122.84 | 0.519 | 14.4 | 1.26 | 1.05 | -- | -- | -- | 0.257 | 17.9 | -- | -- | -- | -- |
162.8 | 0.594 | 14.4 | 0.961 | -- | 0.739 | -- | -- | 0.0721 | -- | 20.4 | 417 | -- | -- |
115.96 | 0.502 | 14.5 | -- | 1.05 | 1.27 | -- | -- | -0.117 | 17.9 | 18.6 | 14235 | -- | -- |
179.52 | 0.626 | 14.4 | 1.23 | -- | -- | -- | -- | 0.233 | -- | -- | -- | -- | -- |
164.44 | 0.6 | 14.4 | -- | 1.03 | -- | -- | -- | 0.117 | 18 | -- | -- | -- | -- |
172.22 | 0.611 | 14.4 | -- | -- | 1.17 | -- | -- | -0.112 | -- | 15.9 | 47520 | -- | -- |
219.1 | 0.691 | 14.4 | -- | -- | -- | -- | -- | 0.0972 | -- | -- | -- | -- | -- |
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 | 96.82 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 19 |
2 | 96.96 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 19 |
4 | 97.68 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 8 | 7 |
7 | 98.01 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
9 | 98.04 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 10 | 6 |
20 | 98.55 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 8 | 3 |
33 | 99.04 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 9 | 6 |
61 | 99.86 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 19 | 17 |
96 | 100.47 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 3 | 5 |
112 | 100.77 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 21 |
152 | 101.35 | temperature | 20.0 | 270 | > th | dose independent | rect. | 19 | 18 |
168 | 101.61 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 7 |
193 | 101.88 | temperature | 20.0 | 10 | > th | dose independent | rect. | 9 | 19 |
212 | 102.02 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
241 | 102.23 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 15 |
264 | 102.46 | wind | 1.0 | 14400 | > th | dose independent | rect. | 24 | 2 |
296 | 102.70 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
324 | 102.98 | wind | 1.0 | 14400 | < th | dose independent | rect. | 24 | 2 |
333 | 103.05 | temperature | 25.0 | 270 | > th | dose independent | rect. | 9 | 1 |
334 | 103.07 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
363 | 103.24 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 3 |
368 | 103.27 | temperature | 25.0 | 270 | > th | dose independent | rect. | 8 | 3 |
395 | 103.42 | wind | 5.0 | 270 | < th | dose independent | rect. | 4 | 1 |
400 | 103.45 | wind | 3.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
412 | 103.55 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
458 | 103.74 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 5 |
468 | 103.80 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
470 | 103.82 | wind | 3.0 | 4320 | < th | dose independent | rect. | 8 | 1 |
493 | 103.97 | temperature | 20.0 | 90 | > th | dose independent | rect. | 8 | 7 |
498 | 103.98 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 18 | 3 |
501 | 104.00 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 10 |
516 | 104.10 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 10 |
568 | 104.27 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 16 |
584 | 104.32 | humidity | 90.0 | 90 | < th | dose independent | rect. | 8 | 7 |
597 | 104.35 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 3 | 3 |
598 | 104.35 | humidity | 50.0 | 90 | > th | dose independent | rect. | 8 | 7 |
615 | 104.40 | temperature | 20.0 | 4320 | > th | dose independent | sin | 15 | NA |
617 | 104.40 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 7 |
620 | 104.40 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 7 |
632 | 104.44 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
639 | 104.46 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 2 | 5 |
653 | 104.48 | temperature | 20.0 | 4320 | < th | dose independent | sin | 15 | NA |
672 | 104.53 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
691 | 104.56 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 7 |
693 | 104.56 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 15 |
713 | 104.61 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 17 | 4 |
716 | 104.61 | wind | 1.0 | 90 | > th | dose independent | rect. | 8 | 7 |
718 | 104.61 | wind | 5.0 | 4320 | < th | dose dependent | rect. | 8 | 1 |
734 | 104.64 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 8 | 7 |
738 | 104.64 | temperature | 10.0 | 90 | > th | dose independent | rect. | 15 | 17 |
766 | 104.70 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
778 | 104.72 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 15 | 17 |
792 | 104.75 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
799 | 104.77 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 2 |
808 | 104.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 3 |
811 | 104.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 3 |
819 | 104.81 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
832 | 104.83 | radiation | 1.0 | 90 | > th | dose independent | rect. | 8 | 7 |
868 | 104.89 | wind | 9.0 | 90 | < th | dose independent | rect. | 15 | 17 |
879 | 104.91 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 18 | 1 |
883 | 104.92 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 7 |
901 | 104.95 | humidity | 50.0 | 10 | > th | dose independent | rect. | 9 | 6 |
905 | 104.96 | temperature | 20.0 | 10 | > th | dose independent | rect. | 9 | 6 |
911 | 104.96 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 17 |
928 | 105.02 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
931 | 105.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 14 |
935 | 105.02 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 14 |
938 | 105.03 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 15 | 17 |
942 | 105.03 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 15 | 17 |
953 | 105.06 | temperature | 25.0 | 270 | > th | dose dependent | sin | 8 | NA |
962 | 105.08 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
963 | 105.08 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 5 |
965 | 105.08 | temperature | 25.0 | 90 | > th | dose dependent | sin | 5 | NA |
966 | 105.08 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 5 |
967 | 105.09 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 2 |
976 | 105.09 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 7 | 2 |
980 | 105.10 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 5 |
982 | 105.10 | humidity | 90.0 | 10 | < th | dose independent | rect. | 9 | 6 |