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Os11g0592800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to CDK5RAP1-like 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46.1 | 0.319 | 12 | -0.205 | 1.48 | 0.564 | -0.249 | -0.121 | -0.559 | 20.3 | 13.13 | 216 | -- | -- |
46.15 | 0.316 | 12 | -0.203 | 1.48 | 0.559 | -0.203 | -- | -0.558 | 20.3 | 13.14 | 213 | -- | -- |
46.28 | 0.317 | 12 | -0.196 | 1.49 | 0.567 | -- | -0.0487 | -0.559 | 20.3 | 12.76 | 213 | -- | -- |
46.27 | 0.317 | 12 | -0.199 | 1.48 | 0.562 | -- | -- | -0.558 | 20.3 | 13.14 | 213 | -- | -- |
58.69 | 0.357 | 12 | -0.291 | -- | 2.02 | -- | 0.267 | -0.73 | -- | 2.19 | 843 | -- | -- |
53.19 | 0.342 | 12 | -0.124 | 1.52 | -- | -0.325 | -- | -0.498 | 19.1 | -- | -- | -- | -- |
53.47 | 0.342 | 12 | -0.117 | 1.52 | -- | -- | -- | -0.499 | 19.1 | -- | -- | -- | -- |
57.27 | 0.352 | 12 | -0.225 | -- | 2.07 | -- | -- | -0.631 | -- | 2.153 | 845 | -- | -- |
47.28 | 0.32 | 12 | -- | 1.5 | 0.543 | -- | -- | -0.541 | 20.3 | 13.29 | 205 | -- | -- |
175.4 | 0.619 | 11.9 | -0.147 | -- | -- | -- | -- | -0.526 | -- | -- | -- | -- | -- |
53.83 | 0.343 | 12 | -- | 1.52 | -- | -- | -- | -0.486 | 19.1 | -- | -- | -- | -- |
58.3 | 0.356 | 11.9 | -- | -- | 2.06 | -- | -- | -0.579 | -- | 2.045 | 847 | -- | -- |
175.97 | 0.619 | 11.9 | -- | -- | -- | -- | -- | -0.51 | -- | -- | -- | -- | -- |
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 | 38.36 | atmosphere | 1000.0 | 90 | > th | dose dependent | rect. | 5 | 3 |
3 | 38.92 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 3 |
23 | 39.57 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 21 |
25 | 39.57 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 21 |
26 | 39.61 | wind | 5.0 | 90 | < th | dose independent | rect. | 5 | 3 |
27 | 39.64 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 21 |
46 | 39.85 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 3 |
47 | 39.85 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 3 |
50 | 39.89 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 3 |
52 | 39.89 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 3 |
53 | 39.89 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 3 |
55 | 39.89 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 3 |
56 | 39.89 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 3 |
57 | 39.89 | temperature | 10.0 | 90 | > th | dose independent | rect. | 8 | 21 |
59 | 39.90 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 18 | 13 |
61 | 39.93 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 3 |
62 | 39.97 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 3 |
66 | 40.01 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 4 | 3 |
76 | 40.03 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 5 | 17 |
77 | 40.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 14 |
83 | 40.11 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 20 |
97 | 40.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 10 |
102 | 40.21 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 5 | 3 |
103 | 40.21 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
104 | 40.22 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
107 | 40.28 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
109 | 40.33 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 4 | 18 |
111 | 40.34 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 3 |
112 | 40.34 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
114 | 40.35 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 18 |
117 | 40.39 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
132 | 40.57 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 10 |
133 | 40.57 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 10 |
144 | 40.65 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 15 |
148 | 40.73 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
151 | 40.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 10 |
152 | 40.75 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 10 |
153 | 40.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 14 |
154 | 40.75 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 14 |
193 | 40.94 | wind | 1.0 | 90 | > th | dose independent | rect. | 6 | 1 |
197 | 40.95 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 3 |
213 | 40.97 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 17 |
240 | 41.12 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 6 | 2 |
243 | 41.12 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 5 |
248 | 41.15 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 14 |
267 | 41.20 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 17 |
268 | 41.20 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 7 | 23 |
272 | 41.21 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 14 |
280 | 41.24 | humidity | 90.0 | 10 | < th | dose independent | rect. | 5 | 3 |
294 | 41.26 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
302 | 41.31 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 6 |
313 | 41.36 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 9 |
317 | 41.40 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 18 |
323 | 41.44 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
327 | 41.46 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 8 |
339 | 41.49 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
348 | 41.51 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 6 |
349 | 41.51 | radiation | 40.0 | 270 | < th | dose independent | rect. | 2 | 20 |
356 | 41.54 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 11 |
370 | 41.58 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 8 | 21 |
433 | 41.72 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 2 |
456 | 41.77 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
470 | 41.80 | wind | 5.0 | 90 | < th | dose independent | rect. | 21 | 8 |
510 | 41.84 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 21 |
523 | 41.89 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 11 | 20 |
527 | 41.90 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 12 |
536 | 41.93 | wind | 9.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
537 | 41.93 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
540 | 41.93 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
542 | 41.93 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
543 | 41.93 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
544 | 41.93 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 20 |
569 | 42.02 | wind | 5.0 | 270 | < th | dose independent | rect. | 21 | 6 |
591 | 42.09 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 16 |
596 | 42.10 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 10 |
608 | 42.13 | humidity | 90.0 | 90 | < th | dose independent | rect. | 6 | 1 |
624 | 42.17 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 18 |
646 | 42.21 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 8 |
647 | 42.21 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 8 |
661 | 42.24 | radiation | 1.0 | 90 | < th | dose dependent | sin | 10 | NA |
666 | 42.26 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 8 |
688 | 42.27 | wind | 9.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
696 | 42.28 | temperature | 10.0 | 90 | > th | dose independent | rect. | 21 | 8 |
697 | 42.28 | temperature | 30.0 | 90 | < th | dose independent | rect. | 21 | 8 |
698 | 42.28 | humidity | 50.0 | 90 | > th | dose independent | rect. | 21 | 8 |
701 | 42.28 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 21 | 8 |
705 | 42.28 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 16 |
706 | 42.28 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 16 |
715 | 42.29 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 13 |
721 | 42.30 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 23 | 6 |
737 | 42.31 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 8 | 21 |
748 | 42.33 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
756 | 42.35 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 6 |
760 | 42.35 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 6 |
797 | 42.38 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
859 | 42.50 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 6 |
860 | 42.50 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 6 |
861 | 42.50 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 6 |
864 | 42.50 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 6 |
865 | 42.50 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 6 |
875 | 42.50 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 6 |
897 | 42.53 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 2 |
906 | 42.54 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 17 | 15 |
911 | 42.55 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
914 | 42.55 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
928 | 42.57 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 8 |
970 | 42.63 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 10 |
997 | 42.65 | radiation | 20.0 | 270 | < th | dose independent | rect. | 11 | 20 |