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Os08g0109100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to SAC domain protein 1 (FIG4-like protein AtFIG4).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14.48 | 0.179 | 10.2 | -0.254 | 0.296 | -0.285 | 0.159 | -0.00586 | 0.136 | 6.76 | 40.82 | 994 | -- | -- |
14.45 | 0.177 | 10.2 | -0.252 | 0.296 | -0.286 | 0.152 | -- | 0.139 | 6.74 | 40.7 | 959 | -- | -- |
14.51 | 0.177 | 10.2 | -0.261 | 0.28 | -0.295 | -- | -0.0233 | 0.129 | 6.81 | 41.14 | 955 | -- | -- |
14.49 | 0.177 | 10.2 | -0.256 | 0.291 | -0.297 | -- | -- | 0.139 | 6.77 | 40.7 | 955 | -- | -- |
16.79 | 0.191 | 10.2 | -0.241 | -- | -0.463 | -- | -0.0443 | 0.17 | -- | 40.79 | 865 | -- | -- |
17.37 | 0.195 | 10.2 | -0.305 | 0.426 | -- | 0.241 | -- | 0.0713 | 7.18 | -- | -- | -- | -- |
17.52 | 0.196 | 10.2 | -0.3 | 0.426 | -- | -- | -- | 0.0708 | 7.16 | -- | -- | -- | -- |
16.79 | 0.191 | 10.2 | -0.236 | -- | -0.468 | -- | -- | 0.174 | -- | 40.79 | 865 | -- | -- |
16.11 | 0.187 | 10.2 | -- | 0.254 | -0.318 | -- | -- | 0.173 | 6.83 | 40.09 | 955 | -- | -- |
27.12 | 0.243 | 10.2 | -0.292 | -- | -- | -- | -- | 0.0783 | -- | -- | -- | -- | -- |
19.9 | 0.209 | 10.2 | -- | 0.423 | -- | -- | -- | 0.104 | 7.21 | -- | -- | -- | -- |
18.21 | 0.199 | 10.2 | -- | -- | -0.474 | -- | -- | 0.215 | -- | 40.4 | 912 | -- | -- |
29.37 | 0.253 | 10.2 | -- | -- | -- | -- | -- | 0.111 | -- | -- | -- | -- | -- |
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 | 14.70 | radiation | 40.0 | 720 | < th | dose independent | rect. | 3 | 12 |
2 | 14.70 | radiation | 40.0 | 720 | < th | dose independent | rect. | 19 | 20 |
4 | 14.72 | radiation | 20.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
6 | 14.73 | radiation | 40.0 | 720 | < th | dose independent | rect. | 3 | 21 |
8 | 14.82 | temperature | 25.0 | 10 | > th | dose independent | rect. | 4 | 5 |
13 | 14.85 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
18 | 14.86 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 16 | 18 |
19 | 14.87 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
20 | 14.87 | radiation | 40.0 | 720 | < th | dose independent | rect. | 13 | 1 |
22 | 14.87 | radiation | 40.0 | 720 | < th | dose independent | rect. | 11 | 4 |
23 | 14.87 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 18 | 16 |
28 | 14.88 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 24 | 10 |
29 | 14.88 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 22 | 12 |
30 | 14.88 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 20 | 14 |
32 | 14.88 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 19 | 14 |
33 | 14.89 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
40 | 14.90 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 24 | 10 |
43 | 14.90 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 24 | 10 |
44 | 14.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 4 | 1 |
45 | 14.91 | radiation | 40.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
50 | 14.92 | radiation | 40.0 | 720 | < th | dose independent | rect. | 10 | 14 |
51 | 14.92 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 19 |
53 | 14.92 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
54 | 14.92 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
57 | 14.92 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
77 | 14.93 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 6 |
82 | 14.94 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 3 |
83 | 14.94 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 19 |
85 | 14.95 | radiation | 40.0 | 720 | < th | dose independent | rect. | 12 | 19 |
92 | 14.96 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 3 | 6 |
94 | 14.97 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 7 | 3 |
98 | 14.98 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
103 | 14.99 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 7 |
105 | 14.99 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
106 | 14.99 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 6 |
110 | 15.00 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 7 |
113 | 15.00 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
194 | 15.03 | radiation | 40.0 | 1440 | > th | dose dependent | sin | 11 | NA |
195 | 15.03 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
202 | 15.03 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
208 | 15.04 | wind | 3.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
209 | 15.04 | wind | 3.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
214 | 15.04 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 7 | 3 |
221 | 15.04 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 21 | 10 |
223 | 15.04 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 15 | 21 |
224 | 15.05 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
228 | 15.05 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 5 |
231 | 15.05 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 5 |
233 | 15.05 | radiation | 20.0 | 720 | < th | dose independent | rect. | 19 | 14 |
269 | 15.06 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
274 | 15.06 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
277 | 15.07 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
339 | 15.08 | wind | 3.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
349 | 15.08 | radiation | 40.0 | 720 | < th | dose independent | rect. | 12 | 10 |
351 | 15.08 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 22 | 14 |
372 | 15.08 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 22 | 14 |
380 | 15.09 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 3 |
395 | 15.09 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 24 | 10 |
403 | 15.09 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 3 | 21 |
444 | 15.11 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
445 | 15.11 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 4 |
446 | 15.11 | radiation | 20.0 | 720 | < th | dose independent | rect. | 3 | 6 |
450 | 15.11 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 4 | 2 |
462 | 15.11 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 10 |
464 | 15.11 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 6 | 18 |
473 | 15.12 | radiation | 10.0 | 720 | < th | dose independent | rect. | 21 | 10 |
509 | 15.13 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
518 | 15.13 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 24 | 9 |
524 | 15.14 | radiation | 40.0 | 1440 | > th | dose independent | sin | 11 | NA |
525 | 15.14 | wind | 7.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
526 | 15.14 | wind | 9.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
562 | 15.14 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
615 | 15.15 | radiation | 40.0 | 1440 | < th | dose independent | sin | 11 | NA |
753 | 15.19 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 19 |
772 | 15.19 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 10 |
790 | 15.20 | radiation | 40.0 | 720 | > th | dose independent | rect. | 13 | 23 |
809 | 15.20 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 12 |
844 | 15.21 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 10 |
876 | 15.22 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 10 |
878 | 15.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 12 |
905 | 15.22 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 3 | 12 |
909 | 15.22 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 19 | 20 |
916 | 15.23 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 6 | 6 |
920 | 15.23 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 10 |
921 | 15.23 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 12 |
922 | 15.23 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 16 | 18 |
948 | 15.23 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 9 |
954 | 15.23 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 12 |
969 | 15.24 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
975 | 15.24 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 10 |