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Os05g0229300 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
134.65 | 0.545 | 3.45 | -0.238 | 0.347 | -0.309 | -0.4 | 3.9 | -0.351 | 19 | 9.99 | 4496 | -- | -- |
153.1 | 0.576 | 3.53 | -0.304 | 0.287 | -0.338 | -0.54 | -- | -0.335 | 18.8 | 9.846 | 3863 | -- | -- |
135.02 | 0.541 | 3.45 | -0.23 | 0.348 | -0.311 | -- | 3.9 | -0.35 | 19 | 9.99 | 4507 | -- | -- |
151.25 | 0.573 | 3.54 | -0.181 | 0.235 | -0.653 | -- | -- | -0.357 | 18.6 | 9.989 | 5190 | -- | -- |
139.74 | 0.551 | 3.45 | -0.227 | -- | -0.372 | -- | 3.93 | -0.327 | -- | 9.983 | 4921 | -- | -- |
156.37 | 0.586 | 3.54 | -0.409 | 0.35 | -- | -0.481 | -- | -0.393 | 18.2 | -- | -- | -- | -- |
156.87 | 0.587 | 3.54 | -0.405 | 0.349 | -- | -- | -- | -0.395 | 18.6 | -- | -- | -- | -- |
152.8 | 0.576 | 3.54 | -0.121 | -- | -0.838 | -- | -- | -0.38 | -- | 9.957 | 5135 | -- | -- |
152.04 | 0.574 | 3.54 | -- | 0.233 | -0.66 | -- | -- | -0.357 | 18.2 | 9.99 | 5201 | -- | -- |
163.22 | 0.597 | 3.53 | -0.413 | -- | -- | -- | -- | -0.402 | -- | -- | -- | -- | -- |
161.19 | 0.594 | 3.53 | -- | 0.355 | -- | -- | -- | -0.35 | 18.5 | -- | -- | -- | -- |
152.45 | 0.575 | 3.54 | -- | -- | -0.981 | -- | -- | -0.458 | -- | 9.94 | 5169 | -- | -- |
167.73 | 0.605 | 3.52 | -- | -- | -- | -- | -- | -0.356 | -- | -- | -- | -- | -- |
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 | 126.99 | wind | 7.0 | 43200 | > th | dose independent | rect. | 5 | 3 |
2 | 127.59 | wind | 7.0 | 43200 | < th | dose independent | rect. | 5 | 3 |
3 | 127.59 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 3 |
4 | 127.59 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 22 | 3 |
5 | 127.66 | wind | 7.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
8 | 128.19 | wind | 7.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
10 | 128.25 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 17 | 16 |
13 | 128.35 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 24 | 9 |
20 | 128.43 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 4 | 5 |
24 | 128.47 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
31 | 128.87 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 6 |
33 | 129.16 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 6 |
39 | 130.01 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 4 |
42 | 130.10 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 6 |
53 | 130.62 | wind | 9.0 | 43200 | < th | dose independent | rect. | 5 | 10 |
54 | 130.64 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 24 | 1 |
58 | 130.78 | radiation | 30.0 | 4320 | > th | dose dependent | rect. | 16 | 17 |
62 | 130.88 | wind | 9.0 | 43200 | > th | dose independent | rect. | 5 | 10 |
63 | 130.88 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 18 | 14 |
64 | 130.88 | radiation | 30.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
79 | 130.90 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
82 | 130.92 | wind | 7.0 | 43200 | > th | dose independent | rect. | 24 | 1 |
84 | 130.92 | radiation | 30.0 | 4320 | > th | dose dependent | rect. | 7 | 2 |
100 | 130.94 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 20 | 12 |
102 | 130.95 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
103 | 130.95 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
106 | 130.98 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 22 | 10 |
111 | 131.02 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 1 |
113 | 131.02 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 1 |
117 | 131.06 | wind | 7.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
120 | 131.07 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 2 | 6 |
123 | 131.11 | wind | 9.0 | 43200 | > th | dose independent | sin | 23 | NA |
124 | 131.11 | wind | 9.0 | 43200 | > th | dose independent | rect. | 8 | 12 |
126 | 131.11 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 15 |
127 | 131.13 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 6 | 2 |
136 | 131.16 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 15 |
138 | 131.17 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 10 |
140 | 131.18 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 21 |
141 | 131.19 | wind | 9.0 | 43200 | < th | dose independent | sin | 0 | NA |
142 | 131.19 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 1 |
144 | 131.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 1 |
147 | 131.22 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 21 |
155 | 131.27 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
159 | 131.30 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 17 |
160 | 131.31 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 18 | 12 |
161 | 131.31 | wind | 9.0 | 43200 | < th | dose independent | rect. | 7 | 13 |
164 | 131.32 | wind | 9.0 | 43200 | < th | dose independent | rect. | 5 | 15 |
169 | 131.34 | wind | 7.0 | 43200 | < th | dose independent | rect. | 10 | 2 |
172 | 131.34 | wind | 9.0 | 43200 | > th | dose independent | rect. | 5 | 15 |
173 | 131.34 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 22 | 10 |
180 | 131.40 | wind | 9.0 | 43200 | > th | dose independent | rect. | 24 | 15 |
188 | 131.43 | temperature | 15.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
199 | 131.51 | wind | 9.0 | 43200 | < th | dose independent | rect. | 22 | 17 |
210 | 131.55 | wind | 9.0 | 43200 | > th | dose independent | rect. | 8 | 17 |
222 | 131.58 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 16 |
247 | 131.64 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 1 |
262 | 131.67 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 24 | 10 |
263 | 131.67 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 24 | 15 |
277 | 131.71 | wind | 9.0 | 43200 | > th | dose independent | rect. | 22 | 17 |
280 | 131.73 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 11 |
283 | 131.73 | wind | 7.0 | 43200 | > th | dose dependent | sin | 0 | NA |
285 | 131.74 | wind | 7.0 | 43200 | < th | dose independent | rect. | 24 | 1 |
313 | 131.79 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 20 |
320 | 131.80 | wind | 9.0 | 43200 | < th | dose independent | rect. | 8 | 17 |
342 | 131.83 | wind | 9.0 | 43200 | > th | dose independent | rect. | 24 | 20 |
352 | 131.87 | wind | 9.0 | 43200 | < th | dose independent | rect. | 4 | 7 |
354 | 131.87 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 16 | 16 |
365 | 131.88 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
373 | 131.89 | wind | 9.0 | 43200 | < th | dose independent | rect. | 5 | 20 |
380 | 131.90 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 2 | 1 |
403 | 131.93 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 7 | 13 |
405 | 131.94 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 16 | 14 |
410 | 131.94 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 15 |
462 | 131.99 | wind | 9.0 | 43200 | > th | dose independent | rect. | 24 | 11 |
464 | 131.99 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 2 | 1 |
479 | 132.01 | wind | 9.0 | 43200 | > th | dose dependent | sin | 9 | NA |
507 | 132.05 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 23 |
565 | 132.12 | wind | 9.0 | 43200 | > th | dose independent | rect. | 2 | 9 |
588 | 132.16 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
618 | 132.19 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 21 |
627 | 132.20 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
632 | 132.21 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
633 | 132.21 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
660 | 132.24 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 23 |
749 | 132.32 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
775 | 132.33 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 7 | 4 |
781 | 132.33 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 11 | 21 |
794 | 132.35 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 17 |
803 | 132.36 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 16 | 2 |
815 | 132.38 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
824 | 132.38 | temperature | 15.0 | 43200 | < th | dose dependent | sin | 5 | NA |
835 | 132.39 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 24 | 20 |
836 | 132.40 | wind | 9.0 | 43200 | > th | dose independent | no | NA | NA |
837 | 132.40 | wind | 9.0 | 43200 | < th | dose independent | no | NA | NA |
843 | 132.40 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 4 | 8 |
882 | 132.44 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 16 | 5 |
887 | 132.44 | wind | 9.0 | 43200 | < th | dose independent | rect. | 13 | 23 |
897 | 132.45 | radiation | 10.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
906 | 132.45 | radiation | 30.0 | 43200 | < th | dose dependent | rect. | 21 | 8 |
917 | 132.46 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 16 | 11 |
924 | 132.46 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 20 |
926 | 132.47 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 7 | 4 |
928 | 132.47 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 7 | 4 |
944 | 132.48 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 9 | 1 |
981 | 132.51 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 11 | 1 |
990 | 132.52 | wind | 9.0 | 43200 | > th | dose independent | rect. | 13 | 23 |