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Os09g0476100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : RNA-binding region RNP-1 (RNA recognition motif) 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26.83 | 0.243 | 11.6 | 1.33 | 0.254 | 1.29 | 0.124 | 1.39 | 0.201 | 4 | 0.4603 | 1433 | -- | -- |
27.38 | 0.244 | 11.6 | 1.45 | 0.268 | 0.973 | 0.0651 | -- | 0.21 | 3.58 | 0.56 | 1410 | -- | -- |
26.85 | 0.241 | 11.6 | 1.33 | 0.261 | 1.28 | -- | 1.34 | 0.199 | 3.98 | 0.4503 | 1428 | -- | -- |
27.36 | 0.244 | 11.6 | 1.45 | 0.279 | 0.978 | -- | -- | 0.212 | 3.46 | 0.6392 | 1407 | -- | -- |
29.97 | 0.255 | 11.6 | 1.34 | -- | 1.29 | -- | 1.34 | 0.199 | -- | 0.46 | 1462 | -- | -- |
37.73 | 0.288 | 11.6 | 1.21 | 0.24 | -- | -0.0831 | -- | 0.0977 | 4.63 | -- | -- | -- | -- |
37.74 | 0.288 | 11.6 | 1.21 | 0.239 | -- | -- | -- | 0.0981 | 4.5 | -- | -- | -- | -- |
30.56 | 0.257 | 11.6 | 1.46 | -- | 0.991 | -- | -- | 0.225 | -- | 0.6331 | 1465 | -- | -- |
74.69 | 0.403 | 11.7 | -- | 0.266 | 0.26 | -- | -- | 0.0197 | 4.55 | 19.83 | 2951 | -- | -- |
40.79 | 0.298 | 11.7 | 1.22 | -- | -- | -- | -- | 0.104 | -- | -- | -- | -- | -- |
76.12 | 0.408 | 11.7 | -- | 0.262 | -- | -- | -- | -0.0363 | 4.39 | -- | -- | -- | -- |
70.45 | 0.391 | 11.7 | -- | -- | 0.509 | -- | -- | 0.101 | -- | 10 | 7865 | -- | -- |
79.8 | 0.417 | 11.7 | -- | -- | -- | -- | -- | -0.0305 | -- | -- | -- | -- | -- |
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 | 26.04 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 17 |
3 | 26.09 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 16 | NA |
4 | 26.09 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 20 |
12 | 26.20 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 5 |
13 | 26.20 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 11 |
19 | 26.21 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 9 |
47 | 26.40 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 13 | 6 |
65 | 26.47 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 18 |
68 | 26.48 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 12 |
72 | 26.49 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 10 |
81 | 26.49 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 15 |
141 | 26.65 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 17 |
151 | 26.70 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 20 |
159 | 26.73 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 17 |
170 | 26.78 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 20 |
184 | 26.85 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 5 | 14 |
197 | 26.92 | radiation | 1.0 | 1440 | > th | dose independent | sin | 16 | NA |
219 | 27.00 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 14 | 5 |
245 | 27.04 | radiation | 1.0 | 1440 | < th | dose independent | sin | 16 | NA |
278 | 27.09 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
291 | 27.11 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 14 | 6 |
301 | 27.12 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 14 | 10 |
302 | 27.12 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 14 | 12 |
350 | 27.20 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 9 |
410 | 27.23 | temperature | 20.0 | 1440 | > th | dose dependent | sin | 19 | NA |
418 | 27.25 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 20 | 23 |
419 | 27.26 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
476 | 27.34 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 10 |
477 | 27.34 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 16 |
486 | 27.35 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 14 |
567 | 27.44 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 15 | 4 |
570 | 27.44 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 16 |
571 | 27.44 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 21 |
580 | 27.45 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 19 |
594 | 27.45 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 23 |
600 | 27.46 | radiation | 1.0 | 1440 | < th | dose dependent | no | NA | NA |
662 | 27.49 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
736 | 27.61 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
739 | 27.61 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 4 |
748 | 27.62 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 9 |
750 | 27.62 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 12 |
759 | 27.63 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
761 | 27.63 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 7 |
808 | 27.68 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
811 | 27.68 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 17 | 1 |
853 | 27.76 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 15 | 5 |
866 | 27.78 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 15 | 5 |
874 | 27.78 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 21 | 21 |
889 | 27.80 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 14 | 8 |
899 | 27.81 | atmosphere | 1010.0 | 4320 | < th | dose independent | rect. | 9 | 2 |
943 | 27.85 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 2 |
958 | 27.86 | radiation | 10.0 | 14400 | > th | dose dependent | rect. | 17 | 13 |
978 | 27.88 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 11 | 11 |