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Os06g0659300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Actin filament bundling protein P-115-ABP.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27.59 | 0.247 | 10.3 | -0.569 | 0.83 | -0.311 | 0.0849 | 0.523 | 0.231 | 12.4 | 20 | 48 | -- | -- |
28.29 | 0.25 | 10.3 | -0.461 | 0.803 | -0.329 | -0.173 | -- | 0.242 | 12.3 | 20.7 | 50 | -- | -- |
27.62 | 0.245 | 10.3 | -0.561 | 0.829 | -0.313 | -- | 0.492 | 0.233 | 12.4 | 19.96 | 45 | -- | -- |
28.42 | 0.25 | 10.3 | -0.467 | 0.805 | -0.326 | -- | -- | 0.242 | 12.3 | 20.78 | 50 | -- | -- |
64.04 | 0.373 | 10.3 | -0.635 | -- | -0.541 | -- | 0.318 | 0.127 | -- | 22.2 | 10 | -- | -- |
33.22 | 0.27 | 10.3 | -0.386 | 0.895 | -- | -0.11 | -- | 0.311 | 12.4 | -- | -- | -- | -- |
33.27 | 0.27 | 10.3 | -0.39 | 0.895 | -- | -- | -- | 0.31 | 12.4 | -- | -- | -- | -- |
63.56 | 0.371 | 10.3 | -0.593 | -- | -0.595 | -- | -- | 0.124 | -- | 21.6 | 13 | -- | -- |
33.99 | 0.273 | 10.3 | -- | 0.828 | -0.264 | -- | -- | 0.305 | 12.4 | 20.78 | 50 | -- | -- |
83.6 | 0.427 | 10.3 | -0.421 | -- | -- | -- | -- | 0.296 | -- | -- | -- | -- | -- |
37.28 | 0.286 | 10.2 | -- | 0.901 | -- | -- | -- | 0.354 | 12.4 | -- | -- | -- | -- |
72.58 | 0.398 | 10.3 | -- | -- | -0.505 | -- | -- | 0.228 | -- | 21.6 | 11 | -- | -- |
88.27 | 0.439 | 10.3 | -- | -- | -- | -- | -- | 0.342 | -- | -- | -- | -- | -- |
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 | 26.00 | temperature | 15 | 270 | > th | dose dependent | rect. | 11 | 21 |
8 | 26.39 | temperature | 20 | 90 | > th | dose independent | rect. | 12 | 23 |
9 | 26.40 | temperature | 20 | 90 | > th | dose independent | rect. | 12 | 21 |
72 | 27.07 | temperature | 20 | 90 | > th | dose independent | rect. | 4 | 14 |
74 | 27.08 | temperature | 20 | 90 | > th | dose independent | rect. | 3 | 23 |
83 | 27.15 | temperature | 30 | 270 | < th | dose dependent | rect. | 7 | 21 |
93 | 27.20 | temperature | 15 | 10 | > th | dose dependent | rect. | 12 | 22 |
110 | 27.31 | temperature | 10 | 270 | > th | dose dependent | rect. | 12 | 12 |
115 | 27.33 | temperature | 20 | 10 | > th | dose dependent | rect. | 14 | 19 |
134 | 27.40 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 23 |
135 | 27.41 | temperature | 20 | 90 | < th | dose independent | sin | 19 | NA |
144 | 27.46 | temperature | 20 | 30 | > th | dose independent | rect. | 23 | 23 |
155 | 27.50 | temperature | 25 | 270 | < th | dose dependent | sin | 20 | NA |
181 | 27.56 | temperature | 20 | 90 | < th | dose independent | rect. | 5 | 22 |
183 | 27.56 | temperature | 20 | 90 | > th | dose independent | rect. | 19 | 23 |
184 | 27.56 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 21 |
185 | 27.56 | temperature | 30 | 10 | < th | dose dependent | rect. | 9 | 21 |
197 | 27.59 | temperature | 20 | 1440 | < th | dose dependent | rect. | 1 | 4 |
209 | 27.61 | temperature | 20 | 90 | < th | dose independent | rect. | 7 | 22 |
210 | 27.61 | temperature | 20 | 30 | < th | dose independent | rect. | 14 | 23 |
224 | 27.62 | temperature | 25 | 10 | < th | dose dependent | rect. | 1 | 23 |
228 | 27.62 | temperature | 25 | 30 | < th | dose dependent | rect. | 13 | 23 |
233 | 27.63 | temperature | 20 | 30 | > th | dose independent | rect. | 21 | 23 |
234 | 27.63 | temperature | 20 | 30 | < th | dose independent | rect. | 1 | 23 |
235 | 27.63 | temperature | 20 | 90 | < th | dose independent | rect. | 3 | 23 |
240 | 27.63 | temperature | 25 | 30 | < th | dose dependent | no | NA | NA |
250 | 27.63 | temperature | 25 | 30 | < th | dose dependent | rect. | 11 | 23 |
254 | 27.63 | temperature | 25 | 30 | < th | dose dependent | rect. | 19 | 23 |
255 | 27.63 | temperature | 25 | 10 | < th | dose dependent | rect. | 23 | 23 |
257 | 27.64 | temperature | 20 | 30 | < th | dose independent | no | NA | NA |
261 | 27.64 | temperature | 20 | 30 | < th | dose independent | rect. | 9 | 23 |
262 | 27.64 | temperature | 20 | 30 | < th | dose independent | rect. | 11 | 23 |
263 | 27.64 | temperature | 20 | 30 | < th | dose independent | rect. | 23 | 23 |
271 | 27.64 | temperature | 25 | 30 | < th | dose dependent | rect. | 17 | 23 |
281 | 27.65 | temperature | 25 | 30 | < th | dose dependent | rect. | 5 | 23 |
284 | 27.66 | temperature | 20 | 30 | < th | dose independent | rect. | 17 | 23 |
285 | 27.66 | temperature | 20 | 30 | < th | dose independent | rect. | 19 | 23 |
298 | 27.67 | temperature | 20 | 90 | < th | dose independent | rect. | 7 | 20 |
301 | 27.67 | temperature | 20 | 30 | < th | dose independent | rect. | 21 | 23 |
310 | 27.67 | temperature | 25 | 30 | < th | dose dependent | rect. | 21 | 23 |
324 | 27.69 | temperature | 20 | 30 | > th | dose independent | no | NA | NA |
326 | 27.69 | temperature | 20 | 90 | < th | dose independent | rect. | 9 | 20 |
331 | 27.69 | temperature | 25 | 30 | < th | dose dependent | rect. | 3 | 23 |
362 | 27.73 | radiation | 1 | 4320 | > th | dose independent | rect. | 8 | 1 |
363 | 27.73 | temperature | 20 | 90 | < th | dose independent | rect. | 9 | 18 |
394 | 27.75 | temperature | 20 | 90 | > th | dose independent | rect. | 23 | 19 |
420 | 27.77 | radiation | 1 | 4320 | < th | dose independent | rect. | 8 | 1 |
427 | 27.77 | radiation | 1 | 4320 | < th | dose dependent | rect. | 8 | 1 |
460 | 27.80 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 20 |
561 | 27.90 | temperature | 20 | 10 | < th | dose independent | rect. | 9 | 19 |
566 | 27.90 | temperature | 10 | 720 | > th | dose dependent | rect. | 20 | 4 |
581 | 27.91 | radiation | 1 | 720 | < th | dose dependent | rect. | 18 | 1 |
699 | 27.98 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 3 |
716 | 27.99 | temperature | 20 | 90 | > th | dose independent | sin | 21 | NA |
742 | 28.00 | temperature | 20 | 1440 | < th | dose dependent | sin | 8 | NA |
755 | 28.01 | temperature | 25 | 1440 | < th | dose dependent | sin | 5 | NA |
810 | 28.04 | temperature | 20 | 10 | > th | dose independent | rect. | 23 | 21 |
842 | 28.05 | temperature | 30 | 270 | < th | dose dependent | rect. | 15 | 12 |
855 | 28.05 | temperature | 15 | 270 | > th | dose dependent | rect. | 1 | 23 |
934 | 28.09 | temperature | 10 | 1440 | > th | dose dependent | rect. | 6 | 1 |
935 | 28.09 | temperature | 30 | 1440 | < th | dose dependent | rect. | 6 | 1 |
973 | 28.11 | temperature | 10 | 1440 | > th | dose dependent | rect. | 24 | 8 |