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Os06g0728800 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.01 | 0.339 | 9.36 | 0.288 | 0.701 | 0.85 | 0.161 | -0.742 | -0.307 | 15.9 | 10.22 | 275 | -- | -- |
52.92 | 0.339 | 9.35 | 0.305 | 0.705 | 0.841 | -0.464 | -- | -0.287 | 15.7 | 10.43 | 285 | -- | -- |
52.03 | 0.336 | 9.36 | 0.293 | 0.696 | 0.856 | -- | -0.641 | -0.304 | 15.9 | 10.22 | 278 | -- | -- |
53.48 | 0.341 | 9.35 | 0.314 | 0.693 | 0.845 | -- | -- | -0.295 | 15.8 | 10.44 | 285 | -- | -- |
58.82 | 0.357 | 9.38 | 0.222 | -- | 1.45 | -- | -1.09 | -0.46 | -- | 10.01 | 357 | -- | -- |
65.6 | 0.38 | 9.33 | 0.453 | 1.44 | -- | -0.301 | -- | -0.207 | 15.1 | -- | -- | -- | -- |
65.9 | 0.38 | 9.33 | 0.446 | 1.44 | -- | -- | -- | -0.209 | 15.1 | -- | -- | -- | -- |
59.21 | 0.358 | 9.37 | 0.22 | -- | 1.46 | -- | -- | -0.382 | -- | 10 | 360 | -- | -- |
55.97 | 0.348 | 9.36 | -- | 0.639 | 0.907 | -- | -- | -0.328 | 16 | 10.22 | 278 | -- | -- |
183.69 | 0.633 | 9.34 | 0.385 | -- | -- | -- | -- | -0.247 | -- | -- | -- | -- | -- |
71.15 | 0.395 | 9.34 | -- | 1.43 | -- | -- | -- | -0.259 | 15.1 | -- | -- | -- | -- |
60.5 | 0.362 | 9.37 | -- | -- | 1.47 | -- | -- | -0.399 | -- | 10.01 | 360 | -- | -- |
187.6 | 0.639 | 9.35 | -- | -- | -- | -- | -- | -0.289 | -- | -- | -- | -- | -- |
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 | 51.84 | radiation | 10 | 270 | > th | dose independent | rect. | 6 | 11 |
14 | 52.06 | radiation | 10 | 270 | > th | dose independent | no | NA | NA |
93 | 52.11 | radiation | 10 | 270 | > th | dose independent | rect. | 8 | 23 |
108 | 52.48 | radiation | 10 | 270 | > th | dose independent | sin | 0 | NA |
109 | 52.54 | radiation | 10 | 270 | > th | dose independent | rect. | 12 | 23 |
110 | 52.65 | radiation | 20 | 270 | < th | dose dependent | rect. | 4 | 23 |
114 | 52.89 | radiation | 20 | 270 | < th | dose dependent | rect. | 17 | 23 |
143 | 52.96 | radiation | 10 | 270 | > th | dose independent | rect. | 14 | 23 |
146 | 53.17 | radiation | 10 | 720 | > th | dose independent | rect. | 8 | 2 |
154 | 53.38 | radiation | 20 | 270 | < th | dose dependent | rect. | 15 | 23 |
157 | 53.42 | radiation | 20 | 270 | < th | dose dependent | no | NA | NA |
159 | 53.46 | temperature | 30 | 10 | < th | dose dependent | rect. | 6 | 10 |
164 | 53.59 | radiation | 20 | 270 | < th | dose dependent | rect. | 12 | 23 |
171 | 53.81 | radiation | 1 | 270 | > th | dose dependent | rect. | 12 | 23 |
173 | 53.89 | radiation | 20 | 270 | < th | dose dependent | rect. | 5 | 11 |
182 | 53.98 | radiation | 30 | 270 | < th | dose dependent | rect. | 8 | 23 |
188 | 54.07 | radiation | 20 | 270 | < th | dose dependent | sin | 23 | NA |
203 | 54.28 | temperature | 30 | 10 | < th | dose dependent | rect. | 6 | 8 |
327 | 54.48 | radiation | 20 | 270 | < th | dose dependent | rect. | 20 | 23 |
329 | 54.50 | radiation | 10 | 270 | < th | dose independent | rect. | 4 | 23 |
396 | 54.79 | radiation | 10 | 720 | > th | dose independent | rect. | 7 | 6 |
403 | 54.87 | radiation | 1 | 270 | > th | dose dependent | rect. | 5 | 13 |
414 | 54.88 | radiation | 1 | 270 | > th | dose dependent | no | NA | NA |
528 | 55.02 | temperature | 30 | 90 | < th | dose dependent | sin | 0 | NA |
576 | 55.15 | radiation | 20 | 270 | < th | dose independent | rect. | 17 | 23 |
589 | 55.27 | radiation | 10 | 270 | < th | dose independent | rect. | 12 | 22 |
596 | 55.29 | humidity | 90 | 1440 | > th | dose dependent | rect. | 12 | 12 |
600 | 55.31 | radiation | 30 | 270 | < th | dose dependent | rect. | 24 | 23 |
616 | 55.39 | temperature | 30 | 90 | < th | dose dependent | rect. | 6 | 16 |
643 | 55.46 | radiation | 10 | 720 | > th | dose independent | sin | 7 | NA |
719 | 55.57 | radiation | 1 | 270 | > th | dose dependent | sin | 0 | NA |
723 | 55.58 | radiation | 10 | 270 | < th | dose independent | no | NA | NA |
763 | 55.66 | radiation | 10 | 270 | < th | dose independent | rect. | 15 | 23 |
772 | 55.69 | radiation | 10 | 270 | < th | dose independent | rect. | 5 | 11 |
777 | 55.70 | temperature | 30 | 270 | < th | dose dependent | rect. | 4 | 15 |
812 | 55.74 | radiation | 10 | 270 | < th | dose independent | sin | 23 | NA |
821 | 55.76 | radiation | 20 | 720 | < th | dose dependent | rect. | 9 | 1 |
823 | 55.77 | radiation | 20 | 720 | < th | dose dependent | rect. | 8 | 4 |
852 | 55.84 | radiation | 10 | 270 | < th | dose independent | rect. | 9 | 23 |