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Os01g0377700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ubiquitin 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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27.43 | 0.246 | 11 | 0.00565 | 0.347 | -1.72 | 0.182 | 8.6 | -0.0115 | 11.3 | 1000 | 271 | -- | -- |
28.39 | 0.25 | 10.9 | 0.554 | 0.341 | -0.31 | 0.165 | -- | -0.0173 | 11.3 | 996.6 | 156 | -- | -- |
27.44 | 0.244 | 11 | -0.0246 | 0.357 | -1.77 | -- | 8.8 | -0.0126 | 11.2 | 1000 | 306 | -- | -- |
28.32 | 0.248 | 10.9 | 0.55 | 0.335 | -0.263 | -- | -- | -0.0134 | 11.2 | 998.3 | 201 | -- | -- |
34.94 | 0.275 | 11 | 0.0782 | -- | -1.68 | -- | 8.24 | -0.0154 | -- | 999.4 | 225 | -- | -- |
29.32 | 0.254 | 10.9 | 0.571 | 0.34 | -- | 0.162 | -- | -0.0242 | 11.3 | -- | -- | -- | -- |
29.43 | 0.254 | 10.9 | 0.577 | 0.339 | -- | -- | -- | -0.0237 | 11.2 | -- | -- | -- | -- |
35.34 | 0.277 | 10.9 | 0.538 | -- | -0.283 | -- | -- | -0.0147 | -- | 998.3 | 199 | -- | -- |
36.05 | 0.28 | 10.9 | -- | 0.337 | -0.284 | -- | -- | -0.0688 | 10.9 | 1000 | 186 | -- | -- |
36.62 | 0.283 | 10.9 | 0.569 | -- | -- | -- | -- | -0.0268 | -- | -- | -- | -- | -- |
38.2 | 0.289 | 10.9 | -- | 0.334 | -- | -- | -- | -0.088 | 11.1 | -- | -- | -- | -- |
42.86 | 0.305 | 10.9 | -- | -- | -0.307 | -- | -- | -0.0703 | -- | 999.6 | 83 | -- | -- |
45.15 | 0.314 | 10.9 | -- | -- | -- | -- | -- | -0.0899 | -- | -- | -- | -- | -- |
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 | 25.82 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
2 | 25.98 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
3 | 26.05 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
4 | 26.38 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 19 |
5 | 26.38 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 1 |
6 | 26.38 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 19 |
8 | 26.55 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 3 |
9 | 26.62 | radiation | 10.0 | 720 | < th | dose independent | rect. | 17 | 10 |
10 | 26.65 | radiation | 10.0 | 720 | < th | dose independent | rect. | 7 | 12 |
12 | 26.72 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 2 |
13 | 26.72 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 6 | 13 |
24 | 26.79 | radiation | 10.0 | 720 | > th | dose dependent | rect. | 12 | 1 |
25 | 26.80 | humidity | 70.0 | 720 | < th | dose independent | rect. | 12 | 1 |
28 | 26.82 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 2 | 4 |
29 | 26.82 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 15 | 14 |
34 | 26.86 | wind | 1.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
35 | 26.86 | radiation | 20.0 | 720 | < th | dose independent | rect. | 8 | 2 |
36 | 26.86 | radiation | 20.0 | 720 | < th | dose independent | rect. | 7 | 6 |
38 | 26.86 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 3 |
40 | 26.87 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 8 | 1 |
41 | 26.88 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 6 |
45 | 26.89 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 24 | 10 |
55 | 26.92 | radiation | 30.0 | 720 | < th | dose independent | rect. | 24 | 19 |
57 | 26.92 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 24 | 19 |
62 | 26.93 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 24 | 19 |
64 | 26.94 | radiation | 30.0 | 720 | < th | dose independent | rect. | 24 | 13 |
65 | 26.95 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
72 | 26.96 | radiation | 10.0 | 720 | < th | dose independent | rect. | 15 | 13 |
75 | 26.96 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 7 | 3 |
76 | 26.96 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 7 | 6 |
77 | 26.96 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 24 | 13 |
86 | 26.99 | radiation | 20.0 | 720 | > th | dose independent | rect. | 12 | 1 |
88 | 26.99 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 14 |
89 | 26.99 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 14 |
92 | 27.00 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 22 |
95 | 27.00 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 22 |
107 | 27.02 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 24 | 23 |
112 | 27.03 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 4 | 20 |
114 | 27.03 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 4 | 20 |
116 | 27.04 | temperature | 30.0 | 720 | < th | dose independent | rect. | 7 | 5 |
120 | 27.04 | temperature | 30.0 | 720 | < th | dose independent | rect. | 24 | 11 |
122 | 27.04 | humidity | 70.0 | 90 | > th | dose independent | rect. | 16 | 13 |
129 | 27.04 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 16 | 3 |
132 | 27.05 | atmosphere | 1005.0 | 720 | > th | dose independent | sin | 15 | NA |
151 | 27.07 | temperature | 20.0 | 90 | > th | dose independent | rect. | 16 | 12 |
159 | 27.08 | radiation | 30.0 | 720 | < th | dose independent | rect. | 24 | 10 |
167 | 27.09 | atmosphere | 1005.0 | 270 | > th | dose independent | sin | 13 | NA |
182 | 27.10 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 14 |
183 | 27.10 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 14 |
185 | 27.10 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 14 |
197 | 27.12 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
215 | 27.13 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 17 | 2 |
220 | 27.14 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 5 |
231 | 27.14 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 5 |
232 | 27.14 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 16 | 11 |
233 | 27.14 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 7 | 12 |
252 | 27.16 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 24 | 19 |
259 | 27.17 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 11 |
271 | 27.18 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 13 |
281 | 27.19 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 10 |
288 | 27.19 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 10 |
329 | 27.22 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 14 |
338 | 27.23 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 24 | 1 |
350 | 27.23 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 23 |
355 | 27.23 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 23 |
359 | 27.24 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 12 |
366 | 27.24 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 12 |
367 | 27.25 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 24 | 3 |
374 | 27.25 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 24 | 19 |
379 | 27.26 | wind | 1.0 | 14400 | > th | dose independent | rect. | 22 | 8 |
390 | 27.27 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 24 | 6 |
393 | 27.27 | humidity | 70.0 | 720 | > th | dose independent | rect. | 24 | 13 |
397 | 27.27 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 21 | 20 |
403 | 27.27 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 7 | 7 |
425 | 27.28 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 12 |
436 | 27.29 | wind | 1.0 | 30 | > th | dose independent | rect. | 23 | 10 |
456 | 27.30 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
461 | 27.30 | humidity | 70.0 | 720 | > th | dose independent | rect. | 24 | 10 |
466 | 27.30 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 20 |
479 | 27.31 | humidity | 50.0 | 720 | > th | dose independent | rect. | 7 | 5 |
487 | 27.31 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 19 |
488 | 27.31 | humidity | 60.0 | 720 | > th | dose independent | rect. | 24 | 19 |
516 | 27.32 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 15 | 13 |
519 | 27.33 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 23 | 6 |
539 | 27.34 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 5 |
540 | 27.34 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 5 |
541 | 27.34 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 7 | 5 |
542 | 27.34 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 5 |
548 | 27.34 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 19 |
565 | 27.35 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 5 |
566 | 27.35 | temperature | 30.0 | 720 | < th | dose independent | rect. | 19 | 5 |
567 | 27.35 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 5 |
568 | 27.35 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 5 |
569 | 27.35 | radiation | 1.0 | 720 | < th | dose independent | rect. | 19 | 5 |
579 | 27.35 | temperature | 10.0 | 720 | > th | dose independent | rect. | 24 | 19 |
582 | 27.35 | temperature | 25.0 | 270 | > th | dose dependent | sin | 12 | NA |
583 | 27.35 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
588 | 27.35 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 19 | 5 |
593 | 27.35 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 16 | 11 |
600 | 27.35 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 7 | 21 |
601 | 27.36 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
604 | 27.36 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 17 | 2 |
606 | 27.36 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 7 | 5 |
607 | 27.36 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 6 |
611 | 27.36 | atmosphere | 1005.0 | 1440 | < th | dose independent | rect. | 16 | 9 |
617 | 27.36 | humidity | 90.0 | 10 | > th | dose independent | rect. | 2 | 20 |
628 | 27.36 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 7 | 5 |
629 | 27.36 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 6 |
647 | 27.37 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 10 |
648 | 27.37 | temperature | 30.0 | 270 | < th | dose independent | rect. | 8 | 11 |
654 | 27.37 | humidity | 60.0 | 720 | > th | dose independent | rect. | 24 | 17 |
667 | 27.37 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 10 |
687 | 27.38 | radiation | 10.0 | 90 | < th | dose independent | rect. | 8 | 21 |
691 | 27.38 | radiation | 1.0 | 90 | < th | dose independent | rect. | 24 | 23 |
698 | 27.39 | atmosphere | 1000.0 | 720 | > th | dose independent | sin | 6 | NA |
719 | 27.39 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 2 | 4 |
726 | 27.40 | precipitation | 0.1 | 270 | < th | dose independent | sin | 13 | NA |
727 | 27.40 | humidity | 60.0 | 720 | < th | dose independent | rect. | 12 | 3 |
732 | 27.40 | wind | 1.0 | 14400 | < th | dose independent | rect. | 22 | 8 |
739 | 27.40 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 18 | 12 |
742 | 27.40 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 23 | 13 |
755 | 27.40 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 13 | NA |
764 | 27.40 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 17 | 13 |
790 | 27.41 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 17 | 10 |
812 | 27.42 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 17 | 13 |
817 | 27.42 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 10 | 22 |
838 | 27.42 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 24 | 23 |
839 | 27.43 | atmosphere | 1000.0 | 270 | > th | dose independent | no | NA | NA |
841 | 27.43 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 17 | 2 |
848 | 27.43 | humidity | 70.0 | 720 | > th | dose independent | rect. | 7 | 6 |
849 | 27.43 | temperature | 30.0 | 720 | > th | dose independent | rect. | 9 | 8 |
857 | 27.43 | wind | 1.0 | 720 | > th | dose independent | rect. | 12 | 12 |
861 | 27.43 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 14 |
891 | 27.44 | atmosphere | 1000.0 | 270 | < th | dose independent | no | NA | NA |
895 | 27.44 | temperature | 30.0 | 720 | > th | dose independent | rect. | 9 | 6 |
905 | 27.44 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 14 | 10 |
936 | 27.44 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 14 | 10 |
939 | 27.44 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 24 | 14 |
945 | 27.45 | radiation | 20.0 | 720 | < th | dose independent | sin | 2 | NA |
952 | 27.45 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 10 |
953 | 27.45 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 10 |
954 | 27.45 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 10 |
955 | 27.45 | radiation | 20.0 | 720 | < th | dose independent | rect. | 21 | 10 |
958 | 27.45 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 12 |
959 | 27.45 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 16 | 12 |
961 | 27.45 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 14 |
962 | 27.45 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 14 |
963 | 27.45 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 14 |
964 | 27.45 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 13 | 15 |
987 | 27.45 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 24 | 23 |
989 | 27.46 | temperature | 30.0 | 720 | > th | dose independent | rect. | 11 | 4 |