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Os10g0150700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1210 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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
103.65 | 0.478 | 3.22 | -0.971 | 0.103 | 2.52 | -0.903 | -13 | -0.102 | 6.85 | 999.8 | 108 | -- | -- |
105.82 | 0.483 | 3.07 | -0.124 | 0.109 | 1.08 | -0.874 | -- | -0.113 | 6.93 | 994.9 | 81 | -- | -- |
105.72 | 0.479 | 3.21 | -0.985 | 0.105 | 2.51 | -- | -12.9 | -0.0919 | 7.31 | 999.8 | 106 | -- | -- |
106.47 | 0.484 | 3.07 | -0.15 | 0.117 | 0.941 | -- | -- | -0.107 | 6.95 | 995.5 | 25 | -- | -- |
106.27 | 0.48 | 3.22 | -0.979 | -- | 2.5 | -- | -12.9 | -0.0978 | -- | 999.8 | 107 | -- | -- |
106.98 | 0.485 | 3.07 | -0.118 | 0.101 | -- | -0.902 | -- | -0.116 | 6.9 | -- | -- | -- | -- |
109.06 | 0.489 | 3.07 | -0.134 | 0.0986 | -- | -- | -- | -0.113 | 7.52 | -- | -- | -- | -- |
107.18 | 0.484 | 3.07 | -0.147 | -- | 0.9 | -- | -- | -0.105 | -- | 995.5 | 25 | -- | -- |
107.05 | 0.485 | 3.07 | -- | 0.115 | 0.919 | -- | -- | -0.0908 | 7.04 | 995.5 | 25 | -- | -- |
109.58 | 0.489 | 3.07 | -0.132 | -- | -- | -- | -- | -0.111 | -- | -- | -- | -- | -- |
109.53 | 0.49 | 3.07 | -- | 0.0975 | -- | -- | -- | -0.098 | 7.61 | -- | -- | -- | -- |
107.75 | 0.485 | 3.07 | -- | -- | 0.879 | -- | -- | -0.0893 | -- | 995.5 | 25 | -- | -- |
110.05 | 0.49 | 3.07 | -- | -- | -- | -- | -- | -0.0967 | -- | -- | -- | -- | -- |
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 | 101.72 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 12 | 3 |
3 | 101.86 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 12 | 6 |
4 | 101.90 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 12 | 15 |
6 | 101.95 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 13 | 1 |
7 | 102.01 | humidity | 80 | 90 | < th | dose independent | rect. | 2 | 4 |
8 | 102.03 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 10 | 6 |
14 | 102.16 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 3 | 1 |
17 | 102.26 | temperature | 20 | 90 | < th | dose independent | rect. | 6 | 1 |
20 | 102.27 | atmosphere | 1005 | 10 | < th | dose dependent | rect. | 13 | 5 |
21 | 102.28 | temperature | 20 | 270 | < th | dose independent | rect. | 3 | 2 |
28 | 102.37 | humidity | 80 | 90 | < th | dose dependent | rect. | 4 | 3 |
45 | 102.44 | humidity | 80 | 90 | < th | dose independent | rect. | 4 | 3 |
51 | 102.48 | atmosphere | 1005 | 270 | < th | dose dependent | rect. | 13 | 1 |
52 | 102.48 | temperature | 20 | 270 | < th | dose dependent | rect. | 3 | 2 |
54 | 102.55 | temperature | 20 | 270 | < th | dose independent | rect. | 2 | 5 |
56 | 102.55 | radiation | 30 | 30 | > th | dose dependent | rect. | 15 | 17 |
58 | 102.58 | humidity | 90 | 90 | < th | dose independent | rect. | 2 | 2 |
67 | 102.61 | humidity | 80 | 90 | < th | dose dependent | rect. | 2 | 4 |
73 | 102.64 | radiation | 30 | 30 | > th | dose independent | rect. | 15 | 17 |
80 | 102.67 | temperature | 20 | 30 | < th | dose dependent | rect. | 6 | 2 |
82 | 102.67 | temperature | 25 | 10 | < th | dose dependent | rect. | 2 | 7 |
83 | 102.68 | atmosphere | 1000 | 30 | < th | dose independent | rect. | 16 | 5 |
102 | 102.72 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 17 | 3 |
106 | 102.73 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 18 | 1 |
114 | 102.73 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 18 | 1 |
115 | 102.73 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 18 | 2 |
126 | 102.75 | temperature | 30 | 270 | > th | dose dependent | rect. | 13 | 1 |
182 | 102.90 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 22 | 20 |
185 | 102.92 | atmosphere | 1000 | 90 | < th | dose independent | sin | 18 | NA |
207 | 103.01 | atmosphere | 1000 | 90 | > th | dose independent | sin | 18 | NA |
215 | 103.04 | humidity | 50 | 270 | < th | dose independent | rect. | 13 | 1 |
221 | 103.04 | humidity | 50 | 270 | < th | dose dependent | rect. | 13 | 1 |
229 | 103.06 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 13 | 3 |
277 | 103.14 | humidity | 70 | 10 | < th | dose dependent | rect. | 15 | 18 |
303 | 103.22 | humidity | 70 | 10 | < th | dose independent | rect. | 15 | 19 |
348 | 103.29 | temperature | 30 | 270 | > th | dose dependent | rect. | 10 | 5 |
349 | 103.30 | humidity | 70 | 10 | < th | dose independent | sin | 12 | NA |
437 | 103.40 | humidity | 70 | 10 | < th | dose dependent | sin | 12 | NA |
465 | 103.44 | humidity | 80 | 10 | < th | dose independent | rect. | 5 | 1 |
471 | 103.44 | humidity | 80 | 10 | < th | dose dependent | rect. | 5 | 1 |
504 | 103.48 | atmosphere | 1005 | 10 | < th | dose dependent | rect. | 13 | 14 |
533 | 103.51 | temperature | 30 | 10 | > th | dose dependent | rect. | 13 | 6 |
562 | 103.54 | humidity | 70 | 10 | > th | dose independent | sin | 12 | NA |
609 | 103.59 | atmosphere | 1000 | 10 | > th | dose independent | sin | 17 | NA |
738 | 103.69 | temperature | 30 | 270 | > th | dose dependent | sin | 4 | NA |
786 | 103.71 | humidity | 70 | 30 | < th | dose dependent | rect. | 15 | 1 |
811 | 103.73 | humidity | 80 | 1440 | > th | dose independent | rect. | 2 | 3 |
831 | 103.75 | wind | 7 | 270 | > th | dose independent | rect. | 10 | 6 |
839 | 103.75 | humidity | 70 | 10 | < th | dose independent | rect. | 13 | 21 |
872 | 103.79 | wind | 7 | 270 | > th | dose independent | rect. | 10 | 1 |
888 | 103.80 | humidity | 80 | 720 | < th | dose independent | rect. | 2 | 1 |
907 | 103.81 | humidity | 80 | 1440 | > th | dose independent | rect. | 2 | 1 |
909 | 103.81 | atmosphere | 1005 | 90 | > th | dose independent | rect. | 2 | 2 |
923 | 103.82 | atmosphere | 1000 | 90 | < th | dose independent | no | NA | NA |
954 | 103.84 | radiation | 1 | 30 | < th | dose dependent | rect. | 6 | 2 |
978 | 103.87 | atmosphere | 1000 | 90 | > th | dose independent | no | NA | NA |
983 | 103.87 | temperature | 25 | 270 | < th | dose independent | rect. | 8 | 16 |