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Os07g0540800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to KI domain interacting kinase 1.
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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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
191.03 | 0.649 | 7.33 | 2.36 | 1.55 | 0.289 | 0.0789 | -3.12 | 0.386 | 17.3 | 2.8 | 722 | -- | -- |
206.88 | 0.67 | 7.29 | 2.23 | 1.48 | 0.46 | 0.281 | -- | 0.342 | 16.9 | 9.7 | 1913 | -- | -- |
191.05 | 0.644 | 7.33 | 2.36 | 1.55 | 0.29 | -- | -3.12 | 0.387 | 17.3 | 2.8 | 721 | -- | -- |
207.07 | 0.67 | 7.29 | 2.23 | 1.49 | 0.474 | -- | -- | 0.345 | 16.9 | 9.695 | 1887 | -- | -- |
282.51 | 0.787 | 7.27 | 2.57 | -- | -0.701 | -- | -0.106 | 0.328 | -- | 2.5 | 1072 | -- | -- |
209.66 | 0.679 | 7.28 | 2.31 | 1.47 | -- | 0.316 | -- | 0.377 | 16.9 | -- | -- | -- | -- |
209.89 | 0.678 | 7.28 | 2.31 | 1.47 | -- | -- | -- | 0.379 | 16.8 | -- | -- | -- | -- |
264.65 | 0.758 | 7.28 | 2.55 | -- | -0.933 | -- | -- | 0.384 | -- | 2.3 | 85 | -- | -- |
236.62 | 0.716 | 7.37 | -- | 1.42 | 1.98 | -- | -- | -0.0514 | 16.7 | 7.439 | 31345 | -- | -- |
324.58 | 0.842 | 7.26 | 2.26 | -- | -- | -- | -- | 0.341 | -- | -- | -- | -- | -- |
351.02 | 0.876 | 7.34 | -- | 1.43 | -- | -- | -- | 0.121 | 16.9 | -- | -- | -- | -- |
350.39 | 0.872 | 7.37 | -- | -- | 1.91 | -- | -- | -0.134 | -- | 7.4 | 31349 | -- | -- |
459.2 | 1 | 7.32 | -- | -- | -- | -- | -- | 0.0901 | -- | -- | -- | -- | -- |
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 |
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1 | 178.07 | temperature | 25 | 270 | < th | dose dependent | rect. | 21 | 7 |
4 | 179.26 | temperature | 25 | 90 | < th | dose dependent | rect. | 21 | 9 |
22 | 180.69 | temperature | 25 | 90 | < th | dose dependent | rect. | 17 | 13 |
26 | 180.82 | temperature | 25 | 270 | < th | dose dependent | rect. | 17 | 11 |
56 | 181.94 | temperature | 25 | 270 | < th | dose independent | rect. | 21 | 8 |
62 | 182.01 | temperature | 30 | 90 | < th | dose dependent | rect. | 6 | 10 |
84 | 182.66 | temperature | 25 | 270 | < th | dose independent | rect. | 5 | 12 |
95 | 183.34 | temperature | 25 | 90 | < th | dose independent | rect. | 7 | 9 |
103 | 183.46 | temperature | 25 | 10 | < th | dose dependent | sin | 10 | NA |
338 | 186.31 | temperature | 25 | 720 | < th | dose dependent | rect. | 17 | 4 |
363 | 186.55 | temperature | 25 | 720 | < th | dose dependent | rect. | 16 | 6 |
403 | 186.97 | temperature | 25 | 270 | < th | dose independent | sin | 0 | NA |
421 | 187.14 | temperature | 30 | 270 | < th | dose dependent | rect. | 5 | 6 |
441 | 187.26 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 1 |
450 | 187.34 | temperature | 20 | 10 | < th | dose independent | rect. | 21 | 9 |
603 | 188.08 | humidity | 80 | 270 | > th | dose independent | rect. | 7 | 9 |
733 | 188.51 | temperature | 25 | 720 | < th | dose independent | rect. | 17 | 5 |
767 | 188.63 | temperature | 20 | 10 | < th | dose independent | sin | 10 | NA |
791 | 188.70 | temperature | 30 | 270 | < th | dose dependent | sin | 1 | NA |
849 | 188.84 | temperature | 20 | 10 | < th | dose independent | rect. | 18 | 12 |
896 | 188.99 | temperature | 15 | 90 | > th | dose dependent | rect. | 19 | 8 |
991 | 189.28 | humidity | 70 | 270 | > th | dose dependent | rect. | 6 | 10 |