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Os07g0287800 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.26 | 0.34 | 2.91 | -0.00781 | 0.0921 | -0.298 | -0.205 | 0.539 | 0.0287 | 4.52 | 38.85 | 241 | -- | -- |
52.49 | 0.337 | 2.92 | 0.000251 | 0.0931 | -0.295 | -0.0138 | -- | 0.0308 | 4.5 | 37 | 212 | -- | -- |
52.31 | 0.337 | 2.92 | -0.00859 | 0.0873 | -0.289 | -- | 0.409 | 0.0304 | 4.83 | 36.45 | 232 | -- | -- |
52.48 | 0.337 | 2.91 | -0.00748 | 0.0872 | -0.305 | -- | -- | 0.0315 | 4.5 | 37 | 202 | -- | -- |
52.67 | 0.338 | 2.91 | 0.000448 | -- | -0.229 | -- | 0.449 | 0.0392 | -- | 39.05 | 217 | -- | -- |
53.68 | 0.343 | 2.91 | -0.019 | 0.0882 | -- | 0.0857 | -- | 0.05 | 10.1 | -- | -- | -- | -- |
53.71 | 0.343 | 2.91 | -0.0157 | 0.0879 | -- | -- | -- | 0.0501 | 10 | -- | -- | -- | -- |
52.83 | 0.339 | 2.92 | -0.00244 | -- | -0.261 | -- | -- | 0.0421 | -- | 39.59 | 195 | -- | -- |
52.47 | 0.337 | 2.92 | -- | 0.093 | -0.317 | -- | -- | 0.0248 | 4.68 | 36.96 | 201 | -- | -- |
54.18 | 0.344 | 2.91 | -0.0168 | -- | -- | -- | -- | 0.05 | -- | -- | -- | -- | -- |
53.72 | 0.343 | 2.91 | -- | 0.088 | -- | -- | -- | 0.0519 | 10 | -- | -- | -- | -- |
52.83 | 0.339 | 2.91 | -- | -- | -0.257 | -- | -- | 0.0386 | -- | 39.6 | 195 | -- | -- |
54.18 | 0.344 | 2.91 | -- | -- | -- | -- | -- | 0.0519 | -- | -- | -- | -- | -- |
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 | 49.47 | wind | 1.0 | 10 | < th | dose independent | rect. | 6 | 1 |
3 | 49.92 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 1 |
4 | 49.92 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 1 |
5 | 50.14 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 5 | 1 |
7 | 50.41 | wind | 1.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
8 | 50.85 | radiation | 1.0 | 30 | < th | dose independent | rect. | 5 | 1 |
11 | 51.06 | wind | 1.0 | 1440 | < th | dose independent | rect. | 12 | 1 |
13 | 51.09 | wind | 1.0 | 1440 | < th | dose independent | rect. | 12 | 5 |
14 | 51.10 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 5 |
16 | 51.15 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 2 |
17 | 51.15 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 7 |
18 | 51.16 | wind | 1.0 | 1440 | > th | dose independent | rect. | 12 | 2 |
19 | 51.16 | wind | 1.0 | 1440 | > th | dose independent | rect. | 12 | 5 |
27 | 51.19 | radiation | 40.0 | 720 | < th | dose independent | rect. | 23 | 10 |
51 | 51.30 | wind | 1.0 | 1440 | < th | dose independent | rect. | 12 | 12 |
69 | 51.35 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 12 | 12 |
90 | 51.41 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 18 | 1 |
95 | 51.42 | wind | 1.0 | 1440 | > th | dose independent | rect. | 12 | 12 |
114 | 51.47 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 5 | 9 |
118 | 51.48 | wind | 1.0 | 1440 | < th | dose independent | sin | 19 | NA |
130 | 51.50 | radiation | 40.0 | 720 | < th | dose independent | rect. | 21 | 14 |
144 | 51.52 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
149 | 51.53 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 1 |
151 | 51.54 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 15 | 1 |
158 | 51.54 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 23 |
166 | 51.56 | wind | 5.0 | 30 | > th | dose independent | rect. | 14 | 1 |
167 | 51.56 | wind | 1.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
168 | 51.56 | wind | 1.0 | 1440 | < th | dose independent | rect. | 18 | 1 |
174 | 51.57 | wind | 1.0 | 1440 | > th | dose independent | sin | 19 | NA |
175 | 51.57 | radiation | 30.0 | 30 | > th | dose independent | rect. | 14 | 1 |
180 | 51.57 | wind | 3.0 | 30 | > th | dose dependent | rect. | 14 | 1 |
182 | 51.58 | humidity | 70.0 | 30 | < th | dose independent | rect. | 14 | 1 |
193 | 51.59 | temperature | 25.0 | 30 | > th | dose independent | rect. | 14 | 1 |
200 | 51.59 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 14 | 1 |
202 | 51.59 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 14 | 1 |
206 | 51.60 | wind | 1.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
207 | 51.60 | wind | 1.0 | 1440 | > th | dose independent | rect. | 18 | 1 |
208 | 51.60 | humidity | 50.0 | 30 | > th | dose independent | rect. | 14 | 1 |
210 | 51.60 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 14 | 1 |
212 | 51.60 | wind | 9.0 | 30 | < th | dose independent | rect. | 15 | 23 |
213 | 51.60 | wind | 1.0 | 1440 | < th | dose dependent | sin | 20 | NA |
215 | 51.60 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 14 | 1 |
218 | 51.61 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 14 | 1 |
219 | 51.61 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 14 | 1 |
223 | 51.62 | wind | 7.0 | 30 | < th | dose independent | rect. | 14 | 1 |
225 | 51.62 | temperature | 10.0 | 30 | > th | dose independent | rect. | 14 | 1 |
228 | 51.62 | temperature | 30.0 | 30 | < th | dose independent | rect. | 14 | 1 |
229 | 51.62 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 14 | 1 |
231 | 51.62 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 14 | 1 |
234 | 51.62 | radiation | 40.0 | 30 | < th | dose independent | rect. | 14 | 1 |
235 | 51.62 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 14 | 1 |
237 | 51.62 | temperature | 10.0 | 30 | > th | dose independent | rect. | 15 | 23 |
238 | 51.62 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 14 | 1 |
245 | 51.64 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 18 |
247 | 51.65 | radiation | 30.0 | 270 | > th | dose independent | rect. | 7 | 1 |
262 | 51.65 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 12 |
271 | 51.66 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 14 | 1 |
282 | 51.69 | wind | 9.0 | 30 | < th | dose dependent | rect. | 14 | 1 |
289 | 51.70 | radiation | 40.0 | 720 | < th | dose independent | rect. | 5 | 6 |
291 | 51.70 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 14 | 1 |
330 | 51.76 | radiation | 30.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
365 | 51.80 | wind | 1.0 | 270 | < th | dose independent | rect. | 9 | 1 |
445 | 51.84 | radiation | 40.0 | 720 | < th | dose independent | rect. | 7 | 3 |
462 | 51.86 | wind | 1.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
465 | 51.87 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 18 | 1 |
489 | 51.90 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 15 | 1 |
500 | 51.91 | radiation | 40.0 | 270 | < th | dose independent | rect. | 21 | 22 |
553 | 51.96 | temperature | 10.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
575 | 51.98 | radiation | 40.0 | 270 | < th | dose independent | sin | 4 | NA |
628 | 52.03 | radiation | 40.0 | 270 | < th | dose independent | sin | 12 | NA |
638 | 52.04 | radiation | 40.0 | 270 | < th | dose independent | rect. | 4 | 23 |
639 | 52.04 | temperature | 30.0 | 90 | > th | dose dependent | rect. | 10 | 1 |
686 | 52.06 | radiation | 40.0 | 270 | < th | dose independent | rect. | 12 | 23 |
777 | 52.12 | radiation | 30.0 | 270 | > th | dose independent | sin | 9 | NA |
783 | 52.13 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 1 |
786 | 52.13 | temperature | 15.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
787 | 52.13 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 1 |
797 | 52.15 | radiation | 40.0 | 720 | < th | dose independent | sin | 9 | NA |
799 | 52.15 | radiation | 40.0 | 720 | < th | dose independent | rect. | 1 | 9 |
804 | 52.16 | radiation | 30.0 | 270 | > th | dose independent | sin | 7 | NA |
871 | 52.19 | radiation | 30.0 | 10 | < th | dose independent | rect. | 8 | 12 |
878 | 52.20 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 2 |
881 | 52.20 | radiation | 30.0 | 10 | > th | dose independent | rect. | 14 | 22 |
883 | 52.20 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 24 | 2 |
911 | 52.21 | radiation | 30.0 | 270 | > th | dose dependent | sin | 11 | NA |
967 | 52.23 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
993 | 52.24 | radiation | 40.0 | 720 | < th | dose independent | rect. | 18 | 16 |
998 | 52.24 | temperature | 10.0 | 43200 | < th | dose dependent | sin | 19 | NA |