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Os01g0841100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Beta-Ig-H3/fasciclin domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
120.7 | 0.512 | 5.81 | 0.235 | 1.53 | -0.44 | -0.167 | 1.65 | -0.163 | 19.6 | 10 | 10 | -- | -- |
131.35 | 0.538 | 5.82 | 0.139 | 1.55 | -0.544 | 1.33 | -- | -0.195 | 20.1 | 10 | 10 | -- | -- |
119.96 | 0.514 | 5.81 | 0.222 | 1.53 | -0.432 | -- | 1.56 | -0.17 | 19.5 | 10 | 10 | -- | -- |
135.55 | 0.546 | 5.82 | 0.0988 | 1.51 | -0.419 | -- | -- | -0.198 | 19.5 | 10 | 10 | -- | -- |
229.91 | 0.706 | 5.79 | 0.107 | -- | -0.247 | -- | 1.6 | -0.242 | -- | 24.49 | 15 | -- | -- |
141.33 | 0.557 | 5.82 | 0.08 | 1.4 | -- | 0.409 | -- | -0.224 | 18.5 | -- | -- | -- | -- |
141.65 | 0.557 | 5.82 | 0.0755 | 1.4 | -- | -- | -- | -0.222 | 18.4 | -- | -- | -- | -- |
238.75 | 0.723 | 5.8 | 0.022 | -- | -0.307 | -- | -- | -0.265 | -- | 33.18 | 11 | -- | -- |
135.81 | 0.546 | 5.83 | -- | 1.51 | -0.414 | -- | -- | -0.21 | 19.5 | 10 | 10 | -- | -- |
243.34 | 0.729 | 5.79 | 0.0397 | -- | -- | -- | -- | -0.251 | -- | -- | -- | -- | -- |
141.8 | 0.557 | 5.82 | -- | 1.4 | -- | -- | -- | -0.23 | 18.4 | -- | -- | -- | -- |
238.76 | 0.722 | 5.8 | -- | -- | -0.308 | -- | -- | -0.268 | -- | 33.18 | 11 | -- | -- |
243.38 | 0.728 | 5.79 | -- | -- | -- | -- | -- | -0.256 | -- | -- | -- | -- | -- |
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 | 110.59 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 23 | 9 |
5 | 111.12 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 7 | 1 |
10 | 111.60 | temperature | 20.0 | 720 | < th | dose independent | rect. | 5 | 2 |
13 | 111.71 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 3 | 5 |
18 | 112.12 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
45 | 113.03 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 11 |
47 | 113.11 | temperature | 20.0 | 720 | < th | dose independent | rect. | 3 | 4 |
65 | 113.58 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 8 |
71 | 113.77 | temperature | 30.0 | 720 | < th | dose dependent | sin | 8 | NA |
89 | 114.15 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 6 |
107 | 114.49 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
149 | 115.38 | temperature | 25.0 | 270 | < th | dose independent | rect. | 6 | 6 |
224 | 116.80 | radiation | 20.0 | 720 | < th | dose independent | rect. | 23 | 8 |
238 | 117.08 | humidity | 70.0 | 720 | > th | dose independent | rect. | 23 | 8 |
264 | 117.35 | radiation | 1.0 | 90 | < th | dose dependent | sin | 10 | NA |
271 | 117.43 | radiation | 1.0 | 90 | < th | dose independent | sin | 10 | NA |
282 | 117.51 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 16 |
315 | 117.97 | temperature | 10.0 | 720 | > th | dose dependent | sin | 12 | NA |
323 | 118.11 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 16 |
325 | 118.11 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 16 |
331 | 118.18 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 8 |
332 | 118.18 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 8 |
351 | 118.46 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 23 |
355 | 118.48 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 8 |
356 | 118.48 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 11 | 8 |
357 | 118.48 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 16 |
358 | 118.48 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 16 |
361 | 118.51 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 16 |
370 | 118.60 | temperature | 20.0 | 720 | < th | dose independent | rect. | 24 | 13 |
379 | 118.68 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 7 | 7 |
394 | 118.81 | wind | 9.0 | 720 | < th | dose independent | rect. | 23 | 8 |
397 | 118.83 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 8 |
398 | 118.83 | temperature | 30.0 | 720 | < th | dose independent | rect. | 23 | 8 |
399 | 118.83 | humidity | 50.0 | 720 | > th | dose independent | rect. | 23 | 8 |
401 | 118.83 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 8 |
403 | 118.83 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 16 |
430 | 119.02 | radiation | 10.0 | 10 | < th | dose independent | rect. | 5 | 23 |
434 | 119.06 | temperature | 20.0 | 720 | < th | dose independent | sin | 7 | NA |
477 | 119.35 | radiation | 10.0 | 10 | < th | dose independent | rect. | 19 | 17 |
486 | 119.46 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 23 |
493 | 119.52 | temperature | 25.0 | 270 | < th | dose independent | rect. | 13 | 17 |
494 | 119.52 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 23 |
497 | 119.52 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 23 |
517 | 119.73 | radiation | 10.0 | 720 | < th | dose independent | rect. | 19 | 12 |
522 | 119.75 | radiation | 10.0 | 10 | < th | dose independent | rect. | 19 | 14 |
533 | 119.80 | radiation | 10.0 | 270 | < th | dose independent | rect. | 15 | 17 |
534 | 119.80 | radiation | 10.0 | 10 | < th | dose independent | rect. | 19 | 21 |
536 | 119.81 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 15 |
554 | 119.87 | radiation | 30.0 | 10 | < th | dose independent | sin | 7 | NA |
566 | 119.93 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 7 | 12 |
572 | 119.98 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 20 | 23 |
587 | 120.12 | radiation | 30.0 | 10 | < th | dose independent | rect. | 19 | 16 |
590 | 120.13 | radiation | 10.0 | 10 | < th | dose independent | rect. | 15 | 21 |
597 | 120.15 | humidity | 80.0 | 90 | > th | dose independent | rect. | 20 | 9 |
625 | 120.29 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 12 | 19 |
633 | 120.32 | temperature | 15.0 | 720 | > th | dose independent | rect. | 19 | 1 |
639 | 120.33 | radiation | 20.0 | 90 | < th | dose independent | rect. | 19 | 14 |
649 | 120.37 | radiation | 10.0 | 10 | < th | dose independent | rect. | 19 | 23 |
655 | 120.39 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
657 | 120.39 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
665 | 120.42 | radiation | 10.0 | 10 | < th | dose independent | rect. | 10 | 23 |
681 | 120.49 | radiation | 10.0 | 10 | < th | dose independent | rect. | 15 | 18 |
687 | 120.51 | radiation | 10.0 | 10 | < th | dose independent | rect. | 17 | 23 |
694 | 120.53 | temperature | 15.0 | 30 | > th | dose independent | rect. | 19 | 12 |
717 | 120.64 | radiation | 10.0 | 10 | < th | dose independent | rect. | 23 | 23 |
722 | 120.66 | atmosphere | 1015.0 | 720 | < th | dose dependent | rect. | 19 | 1 |
735 | 120.70 | radiation | 10.0 | 10 | < th | dose independent | no | NA | NA |
738 | 120.70 | radiation | 10.0 | 270 | < th | dose independent | rect. | 11 | 21 |
772 | 120.83 | radiation | 10.0 | 10 | < th | dose independent | rect. | 5 | 21 |
779 | 120.86 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 2 |
783 | 120.87 | humidity | 50.0 | 30 | > th | dose independent | rect. | 7 | 12 |
785 | 120.89 | radiation | 10.0 | 10 | < th | dose independent | sin | 6 | NA |
813 | 121.02 | temperature | 30.0 | 30 | < th | dose independent | rect. | 7 | 12 |
814 | 121.03 | wind | 7.0 | 720 | < th | dose independent | rect. | 19 | 1 |
815 | 121.03 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 7 | 1 |
822 | 121.06 | wind | 9.0 | 10 | < th | dose dependent | rect. | 14 | 17 |
823 | 121.07 | wind | 1.0 | 720 | > th | dose independent | rect. | 19 | 1 |
831 | 121.09 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
834 | 121.10 | temperature | 15.0 | 720 | > th | dose independent | rect. | 19 | 12 |
836 | 121.11 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 1 |
840 | 121.11 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 1 |
856 | 121.18 | wind | 7.0 | 720 | < th | dose independent | rect. | 7 | 1 |
861 | 121.19 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 1 |
862 | 121.19 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 1 |
863 | 121.19 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 1 |
864 | 121.19 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 19 | 1 |
865 | 121.19 | radiation | 1.0 | 720 | < th | dose independent | rect. | 19 | 1 |
872 | 121.19 | temperature | 10.0 | 720 | > th | dose independent | rect. | 20 | 23 |
873 | 121.19 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 19 | 1 |
888 | 121.24 | wind | 7.0 | 10 | < th | dose independent | rect. | 14 | 17 |
895 | 121.27 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 14 |
898 | 121.28 | temperature | 15.0 | 720 | > th | dose independent | rect. | 19 | 7 |
904 | 121.29 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 14 |
911 | 121.30 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 20 | 23 |
918 | 121.32 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 1 |
921 | 121.32 | humidity | 50.0 | 720 | > th | dose independent | rect. | 7 | 1 |
924 | 121.32 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 1 |
928 | 121.32 | temperature | 10.0 | 720 | > th | dose independent | rect. | 8 | 23 |
929 | 121.33 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 7 | 1 |
933 | 121.33 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 7 | 1 |
934 | 121.33 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 13 |
937 | 121.34 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 12 |
940 | 121.34 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 12 |
951 | 121.37 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
959 | 121.39 | radiation | 1.0 | 90 | > th | dose independent | sin | 8 | NA |
965 | 121.40 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 10 |
966 | 121.40 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 10 |
967 | 121.40 | temperature | 10.0 | 30 | > th | dose independent | rect. | 7 | 12 |
970 | 121.40 | temperature | 30.0 | 30 | < th | dose independent | rect. | 19 | 12 |
971 | 121.40 | humidity | 50.0 | 30 | > th | dose independent | rect. | 19 | 12 |
973 | 121.40 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 12 |
974 | 121.40 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 7 | 12 |
984 | 121.41 | radiation | 10.0 | 720 | < th | dose independent | rect. | 21 | 9 |
985 | 121.41 | wind | 9.0 | 30 | < th | dose independent | rect. | 19 | 12 |
992 | 121.42 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 7 | 12 |
993 | 121.42 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 7 | 12 |
995 | 121.43 | wind | 1.0 | 30 | > th | dose independent | rect. | 7 | 12 |
1000 | 121.45 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 10 |