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Os08g0337100 |
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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50.81 | 0.335 | 8.03 | 1.12 | 0.158 | -0.883 | -0.591 | -0.284 | -0.0958 | 0.475 | 22.63 | 731 | -- | -- |
50.89 | 0.332 | 8.03 | 1.09 | 0.164 | -0.836 | -0.542 | -- | -0.0974 | 0.495 | 22.61 | 723 | -- | -- |
52.16 | 0.336 | 8.03 | 1.1 | 0.159 | -0.85 | -- | 0.0292 | -0.0976 | 0.566 | 22.53 | 734 | -- | -- |
52.16 | 0.336 | 8.03 | 1.1 | 0.16 | -0.855 | -- | -- | -0.0995 | 0.544 | 22.55 | 734 | -- | -- |
53.59 | 0.341 | 8.03 | 1.09 | -- | -0.949 | -- | -0.048 | -0.108 | -- | 22.54 | 843 | -- | -- |
59.15 | 0.361 | 8.01 | 1.3 | 0.236 | -- | -0.597 | -- | 0.0224 | 24 | -- | -- | -- | -- |
60.69 | 0.365 | 8 | 1.32 | 0.239 | -- | -- | -- | 0.0253 | 23.8 | -- | -- | -- | -- |
53.59 | 0.341 | 8.03 | 1.08 | -- | -0.931 | -- | -- | -0.111 | -- | 22.6 | 844 | -- | -- |
60.5 | 0.362 | 8.1 | -- | 0.223 | -1.12 | -- | -- | -0.396 | 23.7 | 22.4 | 47520 | -- | -- |
64.28 | 0.375 | 8 | 1.33 | -- | -- | -- | -- | 0.0283 | -- | -- | -- | -- | -- |
106.76 | 0.483 | 8.04 | -- | 0.256 | -- | -- | -- | -0.122 | 0.0927 | -- | -- | -- | -- |
63.61 | 0.371 | 8.1 | -- | -- | -1.13 | -- | -- | -0.399 | -- | 22.5 | 47520 | -- | -- |
110.88 | 0.492 | 8.03 | -- | -- | -- | -- | -- | -0.119 | -- | -- | -- | -- | -- |
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 | 48.76 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 10 |
5 | 49.06 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 4 |
10 | 49.31 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 7 |
12 | 49.41 | wind | 1 | 43200 | < th | dose dependent | rect. | 3 | 5 |
24 | 49.67 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 4 |
31 | 49.78 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 8 |
32 | 49.80 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 11 |
37 | 49.89 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 6 |
38 | 49.90 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 10 |
45 | 49.98 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 12 |
50 | 50.04 | wind | 1 | 43200 | > th | dose independent | rect. | 3 | 8 |
58 | 50.11 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 11 |
61 | 50.13 | wind | 1 | 43200 | < th | dose independent | sin | 7 | NA |
72 | 50.23 | wind | 1 | 43200 | > th | dose independent | sin | 7 | NA |
75 | 50.28 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 7 |
83 | 50.36 | wind | 1 | 43200 | < th | dose dependent | sin | 6 | NA |
104 | 50.51 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 1 |
139 | 50.70 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 4 |
163 | 50.84 | wind | 1 | 43200 | < th | dose dependent | rect. | 1 | 20 |
176 | 50.91 | wind | 1 | 43200 | < th | dose dependent | rect. | 1 | 18 |
177 | 50.91 | temperature | 20 | 720 | < th | dose dependent | rect. | 11 | 18 |
195 | 50.95 | temperature | 20 | 720 | < th | dose dependent | rect. | 13 | 16 |
240 | 51.12 | temperature | 25 | 720 | < th | dose dependent | rect. | 24 | 22 |
250 | 51.15 | wind | 3 | 14400 | < th | dose dependent | rect. | 23 | 1 |
309 | 51.31 | wind | 3 | 14400 | < th | dose independent | rect. | 22 | 3 |
328 | 51.33 | temperature | 25 | 720 | < th | dose dependent | rect. | 6 | 23 |
330 | 51.34 | wind | 3 | 14400 | > th | dose independent | rect. | 22 | 2 |
337 | 51.34 | wind | 1 | 43200 | < th | dose dependent | rect. | 16 | 19 |
341 | 51.34 | temperature | 25 | 720 | < th | dose dependent | rect. | 16 | 22 |
353 | 51.37 | wind | 1 | 43200 | < th | dose independent | rect. | 16 | 15 |
355 | 51.37 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
357 | 51.37 | wind | 1 | 43200 | < th | dose dependent | rect. | 16 | 21 |
378 | 51.40 | temperature | 20 | 720 | < th | dose dependent | sin | 14 | NA |
415 | 51.45 | wind | 1 | 43200 | > th | dose independent | rect. | 16 | 18 |
474 | 51.54 | wind | 1 | 14400 | > th | dose dependent | rect. | 23 | 1 |
482 | 51.56 | wind | 1 | 43200 | > th | dose independent | rect. | 16 | 15 |
492 | 51.57 | wind | 1 | 14400 | > th | dose dependent | rect. | 22 | 3 |
726 | 51.85 | wind | 1 | 43200 | < th | dose dependent | rect. | 12 | 23 |
819 | 51.95 | wind | 1 | 43200 | < th | dose dependent | no | NA | NA |
824 | 51.95 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 23 |
843 | 51.97 | wind | 1 | 43200 | < th | dose independent | rect. | 1 | 22 |
851 | 51.98 | temperature | 25 | 1440 | < th | dose dependent | rect. | 9 | 1 |
853 | 51.98 | temperature | 25 | 1440 | < th | dose dependent | rect. | 8 | 15 |
862 | 51.99 | temperature | 25 | 1440 | < th | dose dependent | sin | 1 | NA |
875 | 52.00 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 9 |
888 | 52.01 | temperature | 25 | 1440 | < th | dose dependent | rect. | 9 | 4 |
938 | 52.04 | wind | 1 | 43200 | < th | dose dependent | rect. | 5 | 23 |
969 | 52.06 | wind | 1 | 43200 | < th | dose independent | rect. | 1 | 20 |
974 | 52.06 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 15 |