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Os01g0549300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Homeodomain-like containing 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
78.55 | 0.416 | 3.36 | 0.147 | 0.225 | -0.258 | -0.255 | -1.15 | 0.0315 | 6.69 | 70 | 4447 | -- | -- |
80.29 | 0.417 | 3.36 | 0.142 | 0.226 | -0.337 | -0.274 | -- | 0.0163 | 6.6 | 71 | 4419 | -- | -- |
78.7 | 0.413 | 3.36 | 0.145 | 0.225 | -0.255 | -- | -1.16 | 0.0317 | 6.97 | 70 | 4450 | -- | -- |
80.35 | 0.417 | 3.36 | 0.0734 | 0.225 | -0.349 | -- | -- | 0.000124 | 7.02 | 70 | 4374 | -- | -- |
81.33 | 0.42 | 3.36 | 0.15 | -- | -0.252 | -- | -1.16 | 0.0402 | -- | 70.07 | 4425 | -- | -- |
82.04 | 0.425 | 3.35 | 0.0809 | 0.225 | -- | -0.265 | -- | 0.0477 | 6.65 | -- | -- | -- | -- |
82.2 | 0.425 | 3.35 | 0.0775 | 0.224 | -- | -- | -- | 0.0488 | 6.97 | -- | -- | -- | -- |
82.88 | 0.424 | 3.37 | 0.0745 | -- | -0.355 | -- | -- | 0.0023 | -- | 71 | 4331 | -- | -- |
80.49 | 0.418 | 3.36 | -- | 0.222 | -0.348 | -- | -- | -0.00563 | 6.91 | 70 | 4371 | -- | -- |
84.83 | 0.43 | 3.36 | 0.0821 | -- | -- | -- | -- | 0.053 | -- | -- | -- | -- | -- |
82.36 | 0.425 | 3.35 | -- | 0.225 | -- | -- | -- | 0.0402 | 6.95 | -- | -- | -- | -- |
83.04 | 0.424 | 3.37 | -- | -- | -0.352 | -- | -- | -0.00335 | -- | 70.91 | 4330 | -- | -- |
85.01 | 0.43 | 3.36 | -- | -- | -- | -- | -- | 0.0439 | -- | -- | -- | -- | -- |
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 | 73.64 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
2 | 73.67 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
3 | 73.84 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 3 | 23 |
12 | 74.30 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
14 | 74.31 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
23 | 74.33 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
24 | 74.33 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
27 | 74.33 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
31 | 74.33 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
41 | 74.33 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
42 | 74.33 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
62 | 74.33 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
72 | 74.35 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
73 | 74.35 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
75 | 74.37 | wind | 5.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
81 | 74.40 | humidity | 90.0 | 30 | > th | dose independent | rect. | 2 | 1 |
82 | 74.40 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
86 | 74.41 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
88 | 74.41 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
89 | 74.41 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
93 | 74.41 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
95 | 74.41 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
100 | 74.41 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
101 | 74.41 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
103 | 74.41 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
108 | 74.41 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
115 | 74.57 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
117 | 74.61 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
119 | 74.63 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
126 | 74.78 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
167 | 75.06 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
174 | 75.06 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
179 | 75.29 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
204 | 76.35 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
241 | 77.04 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
245 | 77.08 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 4 | 5 |
260 | 77.47 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
261 | 77.49 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
268 | 77.70 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
269 | 77.70 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 24 | 9 |
270 | 77.70 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 22 | 11 |
277 | 77.72 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
285 | 77.75 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
288 | 77.80 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
289 | 77.80 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
290 | 77.81 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
292 | 77.83 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 3 |
293 | 77.84 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 21 | 13 |
297 | 77.85 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 6 | 4 |
352 | 78.05 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
356 | 78.06 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 3 | 5 |
362 | 78.10 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 3 |
365 | 78.11 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 3 |
367 | 78.12 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 16 |
368 | 78.12 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 16 |
373 | 78.15 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
378 | 78.19 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
383 | 78.20 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
390 | 78.22 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 12 |
391 | 78.23 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 10 | 1 |
393 | 78.23 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 11 | 2 |
397 | 78.24 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 11 | 2 |
398 | 78.24 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 3 | 11 |
404 | 78.25 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 8 | 7 |
405 | 78.25 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
407 | 78.25 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 4 | 11 |
412 | 78.25 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
421 | 78.25 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 23 | 16 |
430 | 78.27 | humidity | 70.0 | 4320 | > th | dose independent | sin | 5 | NA |
434 | 78.27 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 8 |
435 | 78.27 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 8 |
443 | 78.27 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 16 |
491 | 78.31 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 8 | 7 |
538 | 78.34 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
542 | 78.34 | humidity | 90.0 | 4320 | < th | dose dependent | sin | 4 | NA |
556 | 78.35 | humidity | 60.0 | 10 | > th | dose independent | rect. | 14 | 12 |
566 | 78.36 | humidity | 70.0 | 4320 | < th | dose independent | sin | 5 | NA |
572 | 78.36 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
679 | 78.39 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 4 | NA |
680 | 78.39 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
708 | 78.41 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 14 | 12 |
803 | 78.45 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
846 | 78.47 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
949 | 78.51 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 7 | 2 |