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Os01g0839900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Thaumatin, pathogenesis-related 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 = temperature,
response mode = < th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
738.12 | 1.28 | 6.7 | 0.822 | 4.58 | 1.98 | -1.29 | -0.549 | -0.407 | 10.8 | 20 | 1317 | 5.88 | 0.632 |
739.74 | 1.27 | 6.71 | 0.646 | 4.58 | 2.01 | -1.28 | -- | -0.42 | 10.8 | 19.93 | 1316 | 5.88 | 0.633 |
745.04 | 1.27 | 6.7 | 0.778 | 4.58 | 1.98 | -- | -0.559 | -0.41 | 10.8 | 20 | 1315 | 5.88 | 0.617 |
746.57 | 1.27 | 6.73 | 0.59 | 4.58 | 2 | -- | -- | -0.447 | 10.8 | 19.99 | 1314 | 5.88 | 0.625 |
1852 | 2 | 6.79 | 0.292 | -- | 3.08 | -- | -1.14 | -0.227 | -- | 19.76 | 1819 | 6.11 | 0.07 |
971.23 | 1.46 | 6.86 | -0.0323 | 4.62 | -- | -1.25 | -- | -1.05 | 11 | -- | -- | -- | -- |
977.79 | 1.46 | 6.86 | -0.0832 | 4.63 | -- | -- | -- | -1.05 | 11 | -- | -- | -- | -- |
1151.48 | 1.58 | 7.01 | -0.571 | -- | 3.16 | -- | -- | -0.967 | -- | 32.57 | 2027 | 6.12 | 0.968 |
755.49 | 1.28 | 6.72 | -- | 4.59 | 1.94 | -- | -- | -0.449 | 10.8 | 19.91 | 1314 | 5.88 | 0.617 |
2309.13 | 2.25 | 6.98 | -0.185 | -- | -- | -- | -- | -1.09 | -- | -- | -- | -- | -- |
977.98 | 1.46 | 6.86 | -- | 4.63 | -- | -- | -- | -1.04 | 11 | -- | -- | -- | -- |
950.07 | 1.44 | 7 | -- | -- | 3.63 | -- | -- | -1.27 | -- | 36.24 | 2086 | 4.52 | 2.25 |
2310.04 | 2.24 | 6.97 | -- | -- | -- | -- | -- | -1.06 | -- | -- | -- | -- | -- |
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 | 732.74 | humidity | 80 | 14400 | > th | dose dependent | rect. | 4 | 2 |
3 | 736.83 | humidity | 50 | 14400 | > th | dose dependent | rect. | 5 | 1 |
6 | 738.42 | humidity | 80 | 14400 | > th | dose dependent | rect. | 2 | 5 |
8 | 743.72 | wind | 3 | 43200 | < th | dose dependent | rect. | 22 | 2 |
15 | 744.90 | wind | 3 | 14400 | < th | dose dependent | rect. | 20 | 6 |
16 | 745.42 | wind | 1 | 14400 | < th | dose dependent | rect. | 19 | 12 |
19 | 746.11 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 9 |
82 | 753.66 | wind | 1 | 14400 | < th | dose independent | rect. | 22 | 4 |
100 | 754.79 | wind | 1 | 14400 | < th | dose independent | rect. | 21 | 6 |
107 | 755.43 | wind | 1 | 14400 | < th | dose dependent | sin | 12 | NA |
113 | 755.98 | wind | 1 | 14400 | > th | dose independent | rect. | 21 | 6 |
133 | 758.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
139 | 759.08 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 4 |
141 | 759.23 | wind | 1 | 43200 | > th | dose dependent | rect. | 22 | 1 |
150 | 760.13 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
163 | 762.17 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 11 |
195 | 764.59 | wind | 9 | 43200 | > th | dose independent | rect. | 9 | 7 |
196 | 764.67 | wind | 3 | 43200 | < th | dose independent | rect. | 20 | 3 |
204 | 765.19 | wind | 1 | 14400 | < th | dose independent | rect. | 19 | 12 |
226 | 766.23 | wind | 3 | 43200 | < th | dose dependent | rect. | 10 | 3 |
235 | 766.62 | humidity | 90 | 14400 | < th | dose independent | rect. | 23 | 1 |
240 | 766.79 | wind | 3 | 43200 | < th | dose independent | rect. | 21 | 1 |
241 | 766.80 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 9 |
244 | 766.99 | humidity | 70 | 14400 | > th | dose dependent | rect. | 2 | 1 |
248 | 767.13 | wind | 3 | 43200 | > th | dose independent | rect. | 21 | 1 |
270 | 768.02 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 9 |
278 | 768.35 | wind | 3 | 43200 | < th | dose independent | rect. | 11 | 1 |
290 | 768.61 | temperature | 20 | 1440 | < th | dose dependent | rect. | 4 | 1 |
292 | 768.64 | wind | 1 | 14400 | < th | dose dependent | rect. | 19 | 17 |
315 | 769.49 | wind | 3 | 43200 | > th | dose independent | rect. | 19 | 4 |
323 | 769.78 | wind | 3 | 14400 | < th | dose dependent | rect. | 19 | 19 |
331 | 769.92 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 6 |
353 | 770.45 | wind | 1 | 14400 | > th | dose independent | sin | 11 | NA |
354 | 770.48 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 7 |
371 | 771.03 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 4 |
392 | 771.35 | wind | 3 | 43200 | > th | dose independent | rect. | 11 | 1 |
417 | 772.01 | wind | 9 | 43200 | < th | dose independent | rect. | 9 | 7 |
499 | 773.70 | wind | 1 | 14400 | < th | dose independent | sin | 11 | NA |
516 | 774.14 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 23 | 1 |
519 | 774.19 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 23 | 1 |
561 | 775.03 | wind | 1 | 14400 | < th | dose dependent | rect. | 11 | 20 |
563 | 775.14 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 18 |
565 | 775.21 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 19 | 2 |
577 | 775.56 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 17 | 7 |
579 | 775.58 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 6 |
620 | 776.23 | temperature | 20 | 1440 | > th | dose independent | sin | 8 | NA |
627 | 776.32 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
628 | 776.32 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 16 |
631 | 776.36 | temperature | 10 | 1440 | > th | dose dependent | rect. | 4 | 1 |
657 | 776.68 | temperature | 20 | 1440 | < th | dose independent | sin | 8 | NA |
666 | 776.85 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 15 |
673 | 776.93 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 15 |
683 | 777.07 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 16 | 8 |
731 | 777.60 | radiation | 1 | 14400 | < th | dose independent | rect. | 15 | 1 |
735 | 777.79 | radiation | 1 | 14400 | > th | dose independent | rect. | 15 | 1 |
749 | 777.92 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
776 | 778.29 | temperature | 25 | 1440 | < th | dose dependent | rect. | 2 | 9 |
818 | 778.72 | wind | 1 | 14400 | > th | dose independent | rect. | 10 | 21 |
860 | 779.13 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 18 | 3 |
900 | 779.46 | temperature | 30 | 1440 | < th | dose dependent | rect. | 3 | 2 |
929 | 779.82 | wind | 3 | 14400 | < th | dose independent | rect. | 20 | 19 |
942 | 779.99 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 3 |
945 | 780.00 | temperature | 25 | 1440 | < th | dose dependent | rect. | 22 | 13 |
974 | 780.28 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 23 | 1 |