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Os02g0606200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, B-box domain 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
63.1 | 0.373 | 15.4 | -0.0282 | 3.09 | 1.13 | 0.44 | -0.897 | 0.115 | 6.11 | 2.253 | 40 | -- | -- |
67.67 | 0.383 | 15.4 | -0.0521 | 3.04 | 1.17 | 0.594 | -- | 0.122 | 6.17 | 2.528 | 45 | -- | -- |
63.39 | 0.371 | 15.4 | -0.0261 | 3.06 | 1.16 | -- | -0.918 | 0.118 | 6.16 | 2.19 | 48 | -- | -- |
68.39 | 0.385 | 15.4 | -0.0415 | 3.04 | 1.17 | -- | -- | 0.12 | 6.16 | 2.52 | 48 | -- | -- |
81.34 | 0.42 | 15.4 | 0.166 | -- | 3.37 | -- | 1.97 | 0.194 | -- | 1.297 | 570 | -- | -- |
92.63 | 0.451 | 15.4 | -0.088 | 3.31 | -- | 0.0208 | -- | 0.0622 | 4.53 | -- | -- | -- | -- |
92.63 | 0.451 | 15.4 | -0.0881 | 3.31 | -- | -- | -- | 0.062 | 4.53 | -- | -- | -- | -- |
68.43 | 0.385 | 15.4 | 0.135 | -- | 3.54 | -- | -- | 0.235 | -- | 1.956 | 575 | -- | -- |
68.41 | 0.385 | 15.4 | -- | 3.02 | 1.17 | -- | -- | 0.127 | 6.17 | 2.251 | 55 | -- | -- |
676.99 | 1.22 | 15.5 | 0.0402 | -- | -- | -- | -- | 0.149 | -- | -- | -- | -- | -- |
92.84 | 0.451 | 15.4 | -- | 3.31 | -- | -- | -- | 0.0719 | 4.53 | -- | -- | -- | -- |
68.91 | 0.387 | 15.4 | -- | -- | 3.54 | -- | -- | 0.222 | -- | 2.06 | 575 | -- | -- |
677.04 | 1.21 | 15.5 | -- | -- | -- | -- | -- | 0.145 | -- | -- | -- | -- | -- |
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 | 58.25 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 13 | 2 |
2 | 58.85 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 12 | 4 |
9 | 60.44 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 19 |
11 | 60.86 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 17 | 10 |
12 | 61.12 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 19 |
18 | 61.82 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 19 |
20 | 62.13 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 5 | 21 |
27 | 62.62 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 23 |
37 | 62.96 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 16 | 3 |
40 | 63.16 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 23 |
42 | 63.20 | radiation | 1.0 | 30 | < th | dose independent | rect. | 15 | 15 |
80 | 63.87 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 12 |
83 | 63.98 | radiation | 1.0 | 30 | < th | dose independent | rect. | 17 | 23 |
84 | 64.00 | radiation | 1.0 | 30 | > th | dose independent | no | NA | NA |
85 | 64.00 | radiation | 1.0 | 30 | > th | dose independent | rect. | 5 | 14 |
140 | 64.01 | radiation | 1.0 | 30 | < th | dose independent | no | NA | NA |
159 | 64.03 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 15 |
163 | 64.05 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 15 | 14 |
182 | 64.18 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 10 | 19 |
183 | 64.19 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 14 |
220 | 64.64 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 18 |
229 | 64.65 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
231 | 64.68 | radiation | 1.0 | 30 | < th | dose dependent | no | NA | NA |
250 | 64.72 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 2 |
277 | 64.88 | humidity | 50.0 | 720 | > th | dose independent | rect. | 17 | 10 |
278 | 64.92 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 22 |
279 | 64.92 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 22 |
280 | 64.93 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 12 |
285 | 65.00 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 1 |
302 | 65.28 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 12 |
319 | 65.65 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 11 |
324 | 65.78 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 14 |
325 | 65.78 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 14 |
328 | 65.84 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 15 | 14 |
333 | 65.93 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 10 |
334 | 65.93 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 10 |
409 | 66.42 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 17 | 12 |
416 | 66.49 | humidity | 50.0 | 720 | > th | dose independent | rect. | 17 | 2 |
687 | 67.39 | temperature | 30.0 | 90 | < th | dose independent | rect. | 17 | 12 |
695 | 67.43 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 23 |
698 | 67.45 | humidity | 60.0 | 90 | > th | dose independent | rect. | 17 | 12 |
777 | 67.60 | temperature | 15.0 | 720 | > th | dose independent | rect. | 5 | 10 |
789 | 67.63 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 12 |
800 | 67.70 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 5 |
804 | 67.73 | temperature | 15.0 | 720 | > th | dose independent | rect. | 3 | 14 |
814 | 67.80 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 21 |
826 | 67.89 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 12 |
848 | 67.95 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 1 | 23 |
849 | 67.96 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 14 |
856 | 68.01 | wind | 9.0 | 720 | < th | dose independent | rect. | 5 | 10 |
887 | 68.19 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 20 | 19 |
888 | 68.19 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 20 | 19 |
900 | 68.30 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 20 |
904 | 68.35 | radiation | 1.0 | 720 | < th | dose independent | rect. | 7 | 21 |
910 | 68.38 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 12 |
911 | 68.38 | humidity | 70.0 | 90 | > th | dose independent | rect. | 11 | 18 |
912 | 68.38 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 12 |
916 | 68.42 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 8 | 11 |
921 | 68.47 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 10 | 20 |
924 | 68.49 | wind | 9.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
939 | 68.61 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 11 |
945 | 68.64 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 18 |
947 | 68.64 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 18 |
949 | 68.66 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 2 |
950 | 68.66 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 2 |
954 | 68.67 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 10 |
955 | 68.67 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 14 |
960 | 68.68 | radiation | 40.0 | 30 | < th | dose dependent | sin | 12 | NA |
966 | 68.71 | radiation | 20.0 | 30 | < th | dose dependent | sin | 11 | NA |
970 | 68.72 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 12 |
977 | 68.75 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 10 |
978 | 68.75 | radiation | 30.0 | 720 | < th | dose independent | rect. | 17 | 10 |
990 | 68.84 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 14 |
992 | 68.86 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 13 |
994 | 68.86 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 13 |