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Os06g0264800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58.57 | 0.36 | 14.2 | -0.722 | 0.515 | -0.242 | 0.468 | -1.63 | -0.946 | 7.53 | 0.1227 | 4478 | -- | -- |
58.56 | 0.356 | 14.2 | -0.744 | 0.499 | -0.362 | 0.531 | -- | -0.972 | 7.52 | 0.8567 | 19861 | -- | -- |
59.13 | 0.358 | 14.2 | -0.716 | 0.509 | -0.237 | -- | -1.59 | -0.947 | 7.63 | 0.2062 | 4683 | -- | -- |
58.85 | 0.357 | 14.2 | -0.658 | 0.51 | -0.385 | -- | -- | -0.952 | 7.79 | 0.8528 | 19999 | -- | -- |
73.24 | 0.399 | 14.2 | -0.703 | -- | -0.225 | -- | -1.6 | -0.938 | -- | 0.1093 | 4743 | -- | -- |
61.91 | 0.369 | 14.2 | -0.852 | 0.511 | -- | 0.424 | -- | -0.925 | 7.6 | -- | -- | -- | -- |
62.4 | 0.37 | 14.2 | -0.841 | 0.511 | -- | -- | -- | -0.925 | 7.7 | -- | -- | -- | -- |
72.71 | 0.397 | 14.2 | -0.647 | -- | -0.416 | -- | -- | -0.954 | -- | 0.789 | 20398 | -- | -- |
65.84 | 0.378 | 14.2 | -- | 0.505 | -0.583 | -- | -- | -0.964 | 7.89 | 0.7967 | 47520 | -- | -- |
76.46 | 0.409 | 14.2 | -0.835 | -- | -- | -- | -- | -0.918 | -- | -- | -- | -- | -- |
81.05 | 0.421 | 14.2 | -- | 0.504 | -- | -- | -- | -0.832 | 7.82 | -- | -- | -- | -- |
79.44 | 0.415 | 14.2 | -- | -- | -0.565 | -- | -- | -0.951 | -- | 1.149 | 38934 | -- | -- |
94.84 | 0.455 | 14.2 | -- | -- | -- | -- | -- | -0.825 | -- | -- | -- | -- | -- |
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 | 55.02 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
6 | 55.60 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
8 | 55.63 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
9 | 55.63 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 6 |
11 | 55.67 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
12 | 55.67 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
13 | 55.69 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
14 | 55.69 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
19 | 55.75 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
22 | 55.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
23 | 55.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
27 | 55.86 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
28 | 55.87 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
32 | 55.90 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 14 |
37 | 55.93 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 18 |
43 | 55.97 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
44 | 55.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
58 | 56.03 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
59 | 56.03 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
62 | 56.05 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
69 | 56.10 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 3 |
75 | 56.16 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 18 |
76 | 56.16 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 3 |
77 | 56.17 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 18 |
78 | 56.17 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 18 |
79 | 56.18 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 14 |
81 | 56.18 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 14 |
90 | 56.22 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 14 |
110 | 56.26 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 6 |
112 | 56.26 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 10 |
115 | 56.27 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
129 | 56.30 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 3 |
130 | 56.30 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 6 | NA |
134 | 56.31 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
135 | 56.31 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 2 |
156 | 56.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 2 |
160 | 56.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 2 |
166 | 56.34 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 3 |
168 | 56.34 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
174 | 56.35 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 2 |
198 | 56.40 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
199 | 56.40 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 9 |
203 | 56.40 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
218 | 56.43 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 7 |
224 | 56.43 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
229 | 56.44 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 10 |
233 | 56.44 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 10 |
244 | 56.46 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 6 |
245 | 56.46 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 8 |
249 | 56.46 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 6 |
250 | 56.46 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 8 |
252 | 56.46 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 10 |
266 | 56.49 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 8 |
268 | 56.49 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 10 |
280 | 56.51 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 6 |
297 | 56.54 | wind | 3.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
333 | 56.57 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 7 |
338 | 56.58 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 5 | NA |
339 | 56.58 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 5 | NA |
347 | 56.58 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 5 | NA |
359 | 56.59 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 7 |
360 | 56.59 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 7 |
367 | 56.59 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 7 |
400 | 56.63 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 10 |
435 | 56.69 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
467 | 56.72 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 3 |
516 | 56.76 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
522 | 56.76 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
523 | 56.76 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 12 |
543 | 56.79 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 12 |
552 | 56.80 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 11 |
585 | 56.83 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 10 |
586 | 56.83 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 22 |
609 | 56.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 13 |
610 | 56.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 15 |
677 | 56.92 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 19 |
708 | 56.95 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 9 |
710 | 56.95 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
757 | 57.00 | wind | 5.0 | 43200 | < th | dose dependent | sin | 8 | NA |
790 | 57.03 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
793 | 57.03 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 9 |
794 | 57.03 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
798 | 57.03 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 2 | 18 |
809 | 57.04 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 2 | 18 |
814 | 57.04 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 2 | 18 |
815 | 57.05 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
818 | 57.05 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 10 |
827 | 57.05 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 10 |
840 | 57.06 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 22 | 15 |
880 | 57.10 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 23 | 21 |
881 | 57.10 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 23 | 21 |
888 | 57.10 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 23 | 21 |
938 | 57.15 | wind | 3.0 | 43200 | < th | dose independent | sin | 8 | NA |