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Os04g0382400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
449.65 | 0.996 | 3.24 | -0.292 | 0.119 | 1.37 | -0.945 | 3.14 | 0.193 | 12.2 | 23.9 | 2878 | -- | -- |
458.54 | 0.997 | 3.15 | 0.251 | 0.0435 | 0.965 | -1.02 | -- | 0.287 | 12.1 | 31.62 | 2260 | -- | -- |
453.03 | 0.991 | 3.25 | -0.332 | 0.147 | 1.41 | -- | 3.29 | 0.18 | 10.4 | 23.7 | 2967 | -- | -- |
462.21 | 1 | 3.16 | 0.195 | 0.056 | 0.925 | -- | -- | 0.27 | 11.5 | 31.9 | 2261 | -- | -- |
454.37 | 0.993 | 3.25 | -0.328 | -- | 1.43 | -- | 3.29 | 0.186 | -- | 23.7 | 2942 | -- | -- |
474.77 | 1.02 | 3.2 | -0.115 | 0.154 | -- | -0.903 | -- | 0.0777 | 12 | -- | -- | -- | -- |
478.25 | 1.02 | 3.2 | -0.152 | 0.161 | -- | -- | -- | 0.0728 | 11.2 | -- | -- | -- | -- |
462.38 | 1 | 3.16 | 0.202 | -- | 0.934 | -- | -- | 0.275 | -- | 31.9 | 2307 | -- | -- |
462.87 | 1 | 3.17 | -- | 0.109 | 0.894 | -- | -- | 0.226 | 12.7 | 46.24 | 1959 | -- | -- |
479.87 | 1.02 | 3.21 | -0.156 | -- | -- | -- | -- | 0.0714 | -- | -- | -- | -- | -- |
478.85 | 1.02 | 3.2 | -- | 0.163 | -- | -- | -- | 0.0898 | 11.2 | -- | -- | -- | -- |
463.25 | 1 | 3.17 | -- | -- | 0.856 | -- | -- | 0.227 | -- | 34.4 | 2289 | -- | -- |
480.51 | 1.02 | 3.2 | -- | -- | -- | -- | -- | 0.0887 | -- | -- | -- | -- | -- |
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 | 441.44 | radiation | 1 | 14400 | > th | dose independent | rect. | 12 | 4 |
2 | 441.60 | radiation | 1 | 14400 | < th | dose independent | rect. | 12 | 4 |
3 | 442.03 | radiation | 1 | 14400 | > th | dose independent | rect. | 9 | 8 |
5 | 442.10 | radiation | 1 | 14400 | < th | dose independent | rect. | 9 | 8 |
9 | 442.20 | radiation | 1 | 14400 | < th | dose independent | rect. | 11 | 6 |
20 | 443.23 | radiation | 1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
29 | 444.17 | temperature | 20 | 4320 | > th | dose independent | rect. | 22 | 1 |
33 | 445.06 | wind | 5 | 4320 | < th | dose independent | rect. | 20 | 5 |
36 | 445.48 | wind | 5 | 4320 | > th | dose independent | rect. | 20 | 5 |
39 | 446.23 | atmosphere | 995 | 4320 | > th | dose independent | rect. | 20 | 13 |
41 | 446.50 | temperature | 20 | 4320 | < th | dose independent | rect. | 22 | 1 |
43 | 446.70 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 3 |
48 | 447.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 2 |
52 | 447.40 | temperature | 20 | 1440 | > th | dose independent | rect. | 4 | 2 |
61 | 447.55 | atmosphere | 1005 | 90 | < th | dose dependent | rect. | 9 | 3 |
62 | 447.72 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 3 |
65 | 447.77 | atmosphere | 995 | 4320 | > th | dose independent | rect. | 20 | 16 |
66 | 447.81 | temperature | 20 | 30 | < th | dose independent | rect. | 6 | 2 |
70 | 447.94 | temperature | 20 | 90 | < th | dose dependent | rect. | 6 | 2 |
83 | 448.20 | wind | 5 | 4320 | < th | dose independent | rect. | 22 | 2 |
104 | 448.57 | humidity | 70 | 43200 | < th | dose independent | rect. | 8 | 1 |
111 | 448.67 | radiation | 30 | 1440 | > th | dose dependent | rect. | 16 | 1 |
132 | 448.91 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 1 |
134 | 448.94 | wind | 7 | 1440 | > th | dose independent | rect. | 22 | 11 |
135 | 449.00 | atmosphere | 1005 | 90 | < th | dose dependent | rect. | 10 | 1 |
136 | 449.01 | atmosphere | 1005 | 10 | < th | dose dependent | rect. | 6 | 7 |
137 | 449.02 | temperature | 20 | 4320 | < th | dose independent | sin | 15 | NA |
145 | 449.06 | atmosphere | 995 | 4320 | > th | dose independent | rect. | 20 | 8 |
146 | 449.07 | atmosphere | 995 | 4320 | > th | dose independent | rect. | 24 | 9 |
148 | 449.08 | humidity | 70 | 43200 | > th | dose independent | rect. | 8 | 1 |
156 | 449.15 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 7 |
158 | 449.16 | temperature | 10 | 4320 | > th | dose dependent | rect. | 4 | 1 |
159 | 449.17 | temperature | 30 | 4320 | < th | dose dependent | rect. | 4 | 1 |
160 | 449.18 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 10 |
162 | 449.18 | atmosphere | 1005 | 270 | < th | dose dependent | rect. | 8 | 1 |
164 | 449.20 | temperature | 20 | 4320 | < th | dose independent | rect. | 14 | 14 |
170 | 449.23 | wind | 7 | 1440 | < th | dose independent | rect. | 22 | 11 |
195 | 449.32 | temperature | 20 | 4320 | < th | dose independent | rect. | 13 | 18 |
205 | 449.35 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 13 |
208 | 449.36 | temperature | 20 | 4320 | > th | dose independent | sin | 15 | NA |
223 | 449.45 | wind | 5 | 1440 | < th | dose independent | rect. | 20 | 14 |
232 | 449.48 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 8 |
240 | 449.52 | temperature | 20 | 4320 | > th | dose independent | rect. | 14 | 14 |
244 | 449.54 | wind | 7 | 1440 | > th | dose independent | rect. | 24 | 9 |
246 | 449.54 | temperature | 20 | 4320 | > th | dose independent | rect. | 14 | 17 |
249 | 449.55 | wind | 5 | 1440 | > th | dose independent | rect. | 20 | 14 |
256 | 449.58 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 10 |
265 | 449.60 | temperature | 25 | 4320 | < th | dose dependent | rect. | 1 | 4 |
266 | 449.61 | radiation | 1 | 14400 | > th | dose independent | rect. | 12 | 1 |
268 | 449.61 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 13 |
274 | 449.63 | temperature | 20 | 4320 | > th | dose independent | rect. | 14 | 11 |
293 | 449.67 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 7 |
308 | 449.70 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 10 | 15 |
312 | 449.71 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 11 | 17 |
325 | 449.74 | temperature | 25 | 4320 | < th | dose dependent | rect. | 1 | 1 |
326 | 449.75 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 8 |
334 | 449.77 | atmosphere | 1015 | 43200 | > th | dose dependent | sin | 16 | NA |
340 | 449.78 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 14 | 14 |
348 | 449.81 | atmosphere | 995 | 4320 | > th | dose independent | rect. | 20 | 6 |
356 | 449.83 | humidity | 50 | 4320 | < th | dose dependent | rect. | 14 | 2 |
363 | 449.84 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 16 | 11 |
367 | 449.86 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 21 | 1 |
377 | 449.89 | radiation | 1 | 14400 | < th | dose independent | rect. | 12 | 1 |
422 | 449.96 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 11 |
439 | 449.99 | temperature | 25 | 4320 | < th | dose dependent | rect. | 22 | 1 |
448 | 450.02 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 18 | 3 |
471 | 450.07 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 20 | 3 |
502 | 450.14 | atmosphere | 1000 | 1440 | > th | dose independent | rect. | 20 | 1 |
536 | 450.22 | atmosphere | 995 | 4320 | > th | dose independent | rect. | 20 | 11 |
543 | 450.23 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 10 | 9 |
552 | 450.25 | wind | 5 | 1440 | > th | dose dependent | rect. | 21 | 12 |
553 | 450.26 | wind | 9 | 4320 | > th | dose independent | rect. | 23 | 1 |
554 | 450.26 | atmosphere | 995 | 4320 | < th | dose independent | rect. | 1 | 1 |
559 | 450.26 | atmosphere | 995 | 4320 | < th | dose independent | rect. | 21 | 1 |
707 | 450.26 | wind | 9 | 4320 | > th | dose dependent | rect. | 23 | 1 |
708 | 450.26 | atmosphere | 995 | 4320 | < th | dose dependent | rect. | 1 | 1 |
713 | 450.26 | atmosphere | 995 | 4320 | < th | dose dependent | rect. | 21 | 1 |
864 | 450.27 | atmosphere | 1015 | 14400 | > th | dose dependent | rect. | 16 | 6 |
889 | 450.32 | atmosphere | 1005 | 10 | < th | dose dependent | rect. | 4 | 9 |
987 | 450.57 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 13 | 8 |
998 | 450.58 | atmosphere | 995 | 4320 | < th | dose dependent | sin | 8 | NA |