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Os02g0129900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : PGAP1-like family 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
79.67 | 0.419 | 11.4 | -1.31 | 0.874 | 0.951 | 0.239 | 1.47 | -1.18 | 10.6 | 79.35 | 4398 | -- | -- |
82.12 | 0.422 | 11.4 | -1.37 | 0.868 | 1.03 | 0.3 | -- | -1.13 | 10.6 | 76.08 | 4379 | -- | -- |
79.91 | 0.416 | 11.4 | -1.29 | 0.873 | 0.945 | -- | 1.51 | -1.19 | 10.6 | 79.76 | 4400 | -- | -- |
82.32 | 0.423 | 11.4 | -1.35 | 0.994 | 1.04 | -- | -- | -1.13 | 10.6 | 77.74 | 3814 | -- | -- |
122.91 | 0.519 | 11.5 | -1.36 | -- | 0.981 | -- | 0.0424 | -1.1 | -- | 81.78 | 4443 | -- | -- |
98.66 | 0.466 | 11.4 | -1.33 | 0.882 | -- | 0.169 | -- | -1.14 | 10.6 | -- | -- | -- | -- |
98.78 | 0.465 | 11.4 | -1.32 | 0.881 | -- | -- | -- | -1.14 | 10.6 | -- | -- | -- | -- |
122.91 | 0.519 | 11.5 | -1.36 | -- | 0.982 | -- | -- | -1.1 | -- | 81.78 | 4443 | -- | -- |
94.56 | 0.453 | 11.4 | -- | 0.876 | 1.39 | -- | -- | -0.843 | 10.6 | 66.19 | 47520 | -- | -- |
146.49 | 0.566 | 11.5 | -1.34 | -- | -- | -- | -- | -1.15 | -- | -- | -- | -- | -- |
144.63 | 0.563 | 11.4 | -- | 0.89 | -- | -- | -- | -0.997 | 10.7 | -- | -- | -- | -- |
135.17 | 0.541 | 11.4 | -- | -- | 1.56 | -- | -- | -0.906 | -- | 64.53 | 34717 | -- | -- |
193.51 | 0.649 | 11.4 | -- | -- | -- | -- | -- | -1 | -- | -- | -- | -- | -- |
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 | 70.00 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 6 |
2 | 70.09 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 6 |
4 | 71.34 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 4 |
5 | 71.35 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
7 | 71.49 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 6 |
16 | 71.89 | wind | 1.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
28 | 72.40 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
46 | 73.48 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
63 | 74.11 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 2 |
77 | 74.38 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 2 |
80 | 74.43 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 24 | 1 |
84 | 74.53 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
101 | 74.87 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
103 | 74.92 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
111 | 75.00 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 1 |
114 | 75.02 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 11 |
115 | 75.02 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 11 |
116 | 75.02 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 11 |
122 | 75.08 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 14 |
123 | 75.11 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 14 |
124 | 75.11 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 14 |
163 | 75.59 | wind | 1.0 | 14400 | > th | dose independent | sin | 8 | NA |
168 | 75.65 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 4 |
171 | 75.68 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 9 |
175 | 75.70 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 12 |
179 | 75.74 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
247 | 76.24 | wind | 1.0 | 14400 | < th | dose independent | sin | 8 | NA |
265 | 76.39 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
284 | 76.53 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 11 | 1 |
292 | 76.56 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 11 |
302 | 76.61 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
354 | 76.89 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
371 | 76.95 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 20 | 10 |
385 | 77.04 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
395 | 77.06 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 20 | 10 |
396 | 77.07 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
406 | 77.11 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 11 |
425 | 77.18 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 22 | 11 |
426 | 77.19 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
429 | 77.20 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 1 | NA |
432 | 77.20 | wind | 1.0 | 43200 | < th | dose dependent | sin | 7 | NA |
433 | 77.20 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 1 | NA |
435 | 77.20 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 20 | 12 |
436 | 77.21 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 1 | NA |
477 | 77.32 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 7 | 2 |
524 | 77.43 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 20 | 12 |
528 | 77.45 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
530 | 77.46 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 8 | 2 |
533 | 77.47 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
544 | 77.48 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 19 | 18 |
547 | 77.49 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 2 |
565 | 77.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 3 |
567 | 77.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 2 |
569 | 77.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 2 |
576 | 77.57 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 11 |
585 | 77.60 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
586 | 77.60 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
587 | 77.61 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
594 | 77.63 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 1 | 12 |
675 | 77.81 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 14 |
699 | 77.87 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
700 | 77.87 | humidity | 60.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
709 | 77.88 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
769 | 78.01 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
785 | 78.03 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
802 | 78.06 | humidity | 80.0 | 4320 | < th | dose dependent | sin | 7 | NA |
875 | 78.21 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 3 |
909 | 78.27 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 20 | 17 |
913 | 78.28 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
914 | 78.28 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 4 | 9 |
923 | 78.29 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 6 | 7 |
930 | 78.30 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 23 | 14 |
994 | 78.41 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
998 | 78.41 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |