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Os04g0461100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Plastid and cyanobacterial ribosomal protein PSRP-3/Ycf65 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43.91 | 0.311 | 13.8 | 0.434 | 1.33 | 0.898 | -0.462 | -0.521 | -0.397 | 20.2 | 21.03 | 114 | -- | -- |
44.08 | 0.309 | 13.8 | 0.418 | 1.33 | 1.07 | -0.471 | -- | -0.4 | 20.2 | 20.9 | 120 | -- | -- |
44.56 | 0.311 | 13.8 | 0.449 | 1.33 | 0.901 | -- | -0.558 | -0.397 | 20.2 | 21 | 116 | -- | -- |
44.74 | 0.312 | 13.8 | 0.435 | 1.33 | 1.09 | -- | -- | -0.4 | 20.2 | 20.83 | 131 | -- | -- |
138.27 | 0.551 | 13.8 | 0.489 | -- | 1.01 | -- | -0.535 | -0.36 | -- | 22.64 | 14 | -- | -- |
52.48 | 0.34 | 13.9 | 0.223 | 1.34 | -- | -0.541 | -- | -0.483 | 20.4 | -- | -- | -- | -- |
53.41 | 0.342 | 13.9 | 0.24 | 1.34 | -- | -- | -- | -0.483 | 20.4 | -- | -- | -- | -- |
138.5 | 0.551 | 13.8 | 0.437 | -- | 1.11 | -- | -- | -0.37 | -- | 22.5 | 10 | -- | -- |
49.2 | 0.327 | 13.8 | -- | 1.34 | 0.819 | -- | -- | -0.466 | 20.3 | 20.96 | 114 | -- | -- |
153.87 | 0.58 | 13.8 | 0.233 | -- | -- | -- | -- | -0.497 | -- | -- | -- | -- | -- |
54.93 | 0.347 | 13.9 | -- | 1.34 | -- | -- | -- | -0.51 | 20.4 | -- | -- | -- | -- |
143.2 | 0.559 | 13.8 | -- | -- | 0.951 | -- | -- | -0.434 | -- | 22.5 | 10 | -- | -- |
155.3 | 0.582 | 13.8 | -- | -- | -- | -- | -- | -0.523 | -- | -- | -- | -- | -- |
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 | 42.08 | temperature | 20.0 | 90 | < th | dose independent | rect. | 23 | 14 |
3 | 42.17 | temperature | 20.0 | 90 | < th | dose independent | sin | 5 | NA |
4 | 42.19 | temperature | 20.0 | 90 | > th | dose independent | sin | 5 | NA |
13 | 42.80 | temperature | 20.0 | 90 | < th | dose dependent | sin | 6 | NA |
17 | 43.02 | temperature | 20.0 | 90 | < th | dose independent | rect. | 21 | 16 |
22 | 43.06 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
23 | 43.07 | temperature | 20.0 | 90 | > th | dose independent | rect. | 4 | 22 |
27 | 43.13 | temperature | 20.0 | 90 | < th | dose independent | rect. | 1 | 12 |
48 | 43.37 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 7 |
54 | 43.43 | temperature | 20.0 | 10 | < th | dose independent | rect. | 24 | 13 |
82 | 43.68 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 6 |
92 | 43.74 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 23 | 13 |
110 | 43.82 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 5 | 7 |
127 | 43.86 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 23 |
148 | 43.94 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
167 | 43.98 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 1 | 10 |
168 | 43.98 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 23 | 11 |
174 | 44.00 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 23 | 20 |
189 | 44.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 14 |
190 | 44.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 17 |
201 | 44.08 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 23 | 22 |
214 | 44.13 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 23 | NA |
230 | 44.18 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 20 |
253 | 44.23 | temperature | 20.0 | 90 | < th | dose independent | rect. | 23 | 22 |
257 | 44.24 | temperature | 20.0 | 90 | > th | dose independent | rect. | 4 | 11 |
258 | 44.24 | temperature | 20.0 | 90 | > th | dose independent | rect. | 20 | 16 |
263 | 44.26 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
282 | 44.29 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 7 | 4 |
357 | 44.44 | wind | 5.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
364 | 44.45 | wind | 5.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
369 | 44.45 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 10 | 20 |
371 | 44.45 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 8 | 4 |
387 | 44.50 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 22 | 21 |
400 | 44.52 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 23 | 19 |
421 | 44.55 | temperature | 20.0 | 90 | > th | dose independent | rect. | 17 | 23 |
434 | 44.58 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 5 | 17 |
436 | 44.58 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
446 | 44.60 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 22 | 20 |
465 | 44.62 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 13 | 17 |
491 | 44.65 | humidity | 90.0 | 14400 | > th | dose independent | sin | 0 | NA |
523 | 44.69 | temperature | 20.0 | 90 | > th | dose independent | no | NA | NA |
525 | 44.69 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
531 | 44.70 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 5 | 16 |
549 | 44.72 | temperature | 20.0 | 90 | < th | dose independent | no | NA | NA |
566 | 44.73 | temperature | 20.0 | 90 | < th | dose independent | rect. | 9 | 23 |
608 | 44.78 | wind | 5.0 | 14400 | < th | dose independent | rect. | 4 | 5 |
636 | 44.80 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 11 | 19 |
660 | 44.83 | temperature | 20.0 | 90 | < th | dose independent | rect. | 1 | 23 |
680 | 44.85 | humidity | 90.0 | 14400 | < th | dose independent | sin | 0 | NA |
687 | 44.86 | wind | 5.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
695 | 44.86 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 19 | 1 |
710 | 44.87 | temperature | 20.0 | 90 | < th | dose dependent | no | NA | NA |
763 | 44.92 | temperature | 20.0 | 90 | < th | dose independent | rect. | 7 | 23 |
772 | 44.92 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 9 | 23 |
773 | 44.93 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
778 | 44.93 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 4 |
788 | 44.94 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 14 | NA |
796 | 44.95 | wind | 5.0 | 14400 | < th | dose independent | rect. | 21 | 12 |
805 | 44.96 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 13 | 7 |
817 | 44.97 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 24 | 16 |
856 | 45.00 | wind | 5.0 | 14400 | < th | dose independent | rect. | 24 | 10 |
865 | 45.00 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 21 | 18 |
868 | 45.01 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 9 | 1 |
877 | 45.01 | temperature | 20.0 | 90 | > th | dose independent | rect. | 13 | 23 |
884 | 45.02 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 3 |
892 | 45.02 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 3 |
898 | 45.03 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 7 | 5 |
900 | 45.03 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 8 |
912 | 45.04 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 1 | 14 |
924 | 45.05 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
932 | 45.05 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 9 | 1 |
954 | 45.07 | wind | 9.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
957 | 45.07 | wind | 5.0 | 14400 | > th | dose independent | rect. | 21 | 12 |
965 | 45.07 | temperature | 20.0 | 30 | > th | dose independent | rect. | 11 | 23 |
993 | 45.09 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 20 | 1 |