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Os06g0163400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Thioredoxin domain 2 containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
338.11 | 0.864 | 6.11 | -4.96 | 1.7 | 3.11 | 1.09 | -8.34 | -0.833 | 22.6 | 25.82 | 1408 | -- | -- |
364.9 | 0.89 | 6.03 | -3.85 | 1.79 | 3.25 | 0.949 | -- | -1.17 | 22.7 | 17.33 | 7174 | -- | -- |
342.39 | 0.862 | 6.11 | -4.99 | 1.67 | 3.18 | -- | -8.58 | -0.766 | 22.5 | 26.14 | 1378 | -- | -- |
367.36 | 0.893 | 6.01 | -3.59 | 1.75 | 3.01 | -- | -- | -1.06 | 22.6 | 17.93 | 7034 | -- | -- |
468.6 | 1.01 | 6.07 | -4.95 | -- | 3.94 | -- | -8.3 | -0.964 | -- | 24.92 | 2307 | -- | -- |
591.86 | 1.14 | 5.79 | -1.87 | 1.86 | -- | 1.25 | -- | -0.118 | 22.9 | -- | -- | -- | -- |
598.43 | 1.15 | 5.79 | -1.92 | 1.85 | -- | -- | -- | -0.122 | 22.9 | -- | -- | -- | -- |
441.95 | 0.979 | 5.89 | -3.14 | -- | 3.42 | -- | -- | -0.823 | -- | 21.44 | 911 | -- | -- |
538.52 | 1.08 | 5.71 | -- | 1.66 | 1.83 | -- | -- | 0.239 | 22.4 | 27.7 | 1267 | -- | -- |
811.79 | 1.33 | 5.74 | -1.88 | -- | -- | -- | -- | -0.109 | -- | -- | -- | -- | -- |
695.46 | 1.23 | 5.74 | -- | 1.84 | -- | -- | -- | 0.0921 | 22.8 | -- | -- | -- | -- |
644.73 | 1.18 | 5.79 | -- | -- | 2.89 | -- | -- | -0.316 | -- | 22.3 | 895 | -- | -- |
904.97 | 1.4 | 5.7 | -- | -- | -- | -- | -- | 0.0993 | -- | -- | -- | -- | -- |
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 | 336.57 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 3 |
2 | 336.96 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 15 |
23 | 337.64 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 9 |
24 | 337.64 | temperature | 25 | 1440 | > th | dose dependent | rect. | 10 | 11 |
31 | 337.82 | temperature | 25 | 1440 | > th | dose dependent | sin | 21 | NA |
72 | 338.97 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 7 |
83 | 339.43 | wind | 5 | 43200 | < th | dose independent | rect. | 8 | 7 |
84 | 339.44 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 22 |
118 | 340.08 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 11 |
139 | 340.55 | temperature | 25 | 1440 | > th | dose dependent | rect. | 14 | 23 |
140 | 340.56 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
146 | 340.65 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 10 |
156 | 340.85 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 23 |
276 | 344.45 | wind | 3 | 43200 | > th | dose dependent | rect. | 9 | 5 |
292 | 344.91 | wind | 5 | 43200 | > th | dose independent | sin | 2 | NA |
301 | 345.37 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 1 |
312 | 345.84 | wind | 5 | 43200 | < th | dose independent | sin | 2 | NA |
317 | 345.95 | wind | 5 | 43200 | > th | dose dependent | rect. | 24 | 16 |
322 | 346.45 | wind | 5 | 43200 | > th | dose dependent | sin | 2 | NA |
336 | 346.94 | wind | 5 | 43200 | > th | dose dependent | rect. | 19 | 21 |
340 | 347.16 | wind | 5 | 43200 | > th | dose independent | rect. | 24 | 17 |
346 | 347.32 | wind | 5 | 43200 | < th | dose independent | rect. | 24 | 16 |
349 | 347.42 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 2 |
398 | 348.40 | wind | 5 | 43200 | > th | dose independent | rect. | 20 | 21 |
426 | 348.75 | wind | 5 | 43200 | < th | dose independent | rect. | 20 | 21 |
699 | 352.93 | wind | 5 | 43200 | > th | dose dependent | rect. | 4 | 18 |
708 | 353.04 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 20 |
759 | 353.51 | wind | 5 | 43200 | > th | dose dependent | rect. | 24 | 22 |
917 | 354.78 | wind | 5 | 43200 | > th | dose dependent | rect. | 7 | 23 |
923 | 354.82 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |
968 | 355.25 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 21 |
989 | 355.45 | wind | 9 | 43200 | < th | dose dependent | rect. | 9 | 3 |