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Os01g0511300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Proteasome component region PCI domain 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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.39 | 0.232 | 11.2 | 0.0112 | 0.0932 | -1.73 | -0.151 | 8.44 | 0.0943 | 9.74 | 1000 | 279 | -- | -- |
25.64 | 0.238 | 11.1 | 0.544 | 0.074 | -0.185 | -0.272 | -- | 0.0902 | 8.42 | 1000 | 279 | -- | -- |
24.43 | 0.23 | 11.2 | -0.00619 | 0.107 | -1.73 | -- | 8.53 | 0.0966 | 10.5 | 1000 | 272 | -- | -- |
25.45 | 0.235 | 11.1 | 0.548 | 0.092 | -0.216 | -- | -- | 0.0994 | 10.5 | 1000 | 393 | -- | -- |
24.98 | 0.233 | 11.2 | -0.0109 | -- | -1.73 | -- | 8.5 | 0.0934 | -- | 1000 | 269 | -- | -- |
26.58 | 0.242 | 11.1 | 0.577 | 0.0784 | -- | -0.239 | -- | 0.0781 | 8.76 | -- | -- | -- | -- |
26.66 | 0.242 | 11.1 | 0.571 | 0.0867 | -- | -- | -- | 0.0792 | 10.8 | -- | -- | -- | -- |
25.91 | 0.237 | 11.1 | 0.531 | -- | -0.226 | -- | -- | 0.0927 | -- | 1000 | 277 | -- | -- |
32.7 | 0.266 | 11.1 | -- | 0.0886 | -0.317 | -- | -- | 0.0442 | 10.4 | 1000 | 279 | -- | -- |
27.12 | 0.243 | 11.1 | 0.569 | -- | -- | -- | -- | 0.0786 | -- | -- | -- | -- | -- |
35.25 | 0.278 | 11.1 | -- | 0.0829 | -- | -- | -- | 0.0156 | 10.3 | -- | -- | -- | -- |
33.14 | 0.268 | 11.1 | -- | -- | -0.32 | -- | -- | 0.0416 | -- | 1000 | 271 | -- | -- |
35.67 | 0.279 | 11.1 | -- | -- | -- | -- | -- | 0.0155 | -- | -- | -- | -- | -- |
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 | 23.44 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 3 |
2 | 23.57 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 19 | 14 |
4 | 23.67 | temperature | 10 | 720 | > th | dose dependent | rect. | 10 | 6 |
10 | 23.76 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 1 |
12 | 23.77 | atmosphere | 1010 | 30 | < th | dose dependent | rect. | 19 | 16 |
20 | 23.80 | atmosphere | 995 | 270 | > th | dose dependent | rect. | 15 | 13 |
31 | 23.89 | temperature | 15 | 720 | > th | dose independent | rect. | 18 | 6 |
43 | 24.04 | atmosphere | 1010 | 10 | < th | dose dependent | sin | 11 | NA |
45 | 24.06 | temperature | 15 | 270 | > th | dose independent | rect. | 19 | 12 |
50 | 24.08 | atmosphere | 1015 | 720 | < th | dose dependent | rect. | 19 | 5 |
72 | 24.14 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 14 |
73 | 24.15 | temperature | 15 | 30 | > th | dose independent | rect. | 12 | 14 |
95 | 24.17 | atmosphere | 1010 | 10 | < th | dose dependent | rect. | 14 | 21 |
98 | 24.19 | humidity | 90 | 720 | < th | dose independent | rect. | 10 | 6 |
124 | 24.23 | temperature | 25 | 720 | < th | dose dependent | rect. | 12 | 7 |
136 | 24.24 | atmosphere | 1010 | 10 | < th | dose dependent | rect. | 12 | 23 |
138 | 24.25 | temperature | 15 | 720 | > th | dose independent | rect. | 12 | 10 |
139 | 24.25 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 13 | 23 |
145 | 24.26 | atmosphere | 995 | 10 | > th | dose dependent | sin | 10 | NA |
146 | 24.26 | humidity | 90 | 720 | > th | dose dependent | rect. | 14 | 3 |
147 | 24.26 | temperature | 15 | 30 | > th | dose dependent | rect. | 12 | 12 |
160 | 24.28 | temperature | 15 | 720 | > th | dose independent | rect. | 12 | 12 |
171 | 24.29 | humidity | 90 | 720 | > th | dose dependent | rect. | 12 | 5 |
183 | 24.31 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 16 | 10 |
197 | 24.32 | atmosphere | 1000 | 10 | > th | dose dependent | rect. | 17 | 14 |
206 | 24.33 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 10 |
213 | 24.34 | temperature | 15 | 1440 | > th | dose independent | rect. | 6 | 12 |
217 | 24.34 | temperature | 10 | 270 | > th | dose dependent | rect. | 10 | 13 |
220 | 24.35 | atmosphere | 1000 | 270 | > th | dose independent | sin | 14 | NA |
225 | 24.35 | temperature | 30 | 720 | < th | dose dependent | rect. | 9 | 10 |
230 | 24.36 | humidity | 90 | 720 | > th | dose independent | rect. | 12 | 6 |
232 | 24.36 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 12 | 21 |
234 | 24.36 | humidity | 90 | 720 | > th | dose dependent | rect. | 15 | 1 |
239 | 24.37 | temperature | 30 | 720 | < th | dose independent | rect. | 16 | 1 |
244 | 24.37 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 3 |
275 | 24.40 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 15 | 10 |
287 | 24.41 | temperature | 15 | 1440 | > th | dose independent | rect. | 13 | 1 |
296 | 24.41 | temperature | 25 | 4320 | > th | dose dependent | rect. | 24 | 1 |
305 | 24.42 | humidity | 90 | 720 | > th | dose independent | rect. | 14 | 4 |
313 | 24.42 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 16 | 3 |
328 | 24.43 | atmosphere | 1000 | 270 | > th | dose independent | no | NA | NA |
338 | 24.43 | atmosphere | 1010 | 720 | < th | dose dependent | rect. | 13 | 11 |
351 | 24.44 | temperature | 25 | 4320 | > th | dose independent | rect. | 24 | 3 |
382 | 24.45 | temperature | 30 | 720 | > th | dose independent | rect. | 12 | 5 |
383 | 24.45 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 15 | 16 |
387 | 24.45 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 5 | 23 |
409 | 24.46 | atmosphere | 1000 | 270 | < th | dose independent | no | NA | NA |
411 | 24.46 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 16 | 3 |
417 | 24.46 | temperature | 15 | 10 | > th | dose independent | rect. | 19 | 23 |
418 | 24.46 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 2 | 23 |
432 | 24.47 | temperature | 30 | 720 | > th | dose independent | rect. | 12 | 3 |
433 | 24.47 | temperature | 15 | 1440 | > th | dose independent | rect. | 13 | 5 |
445 | 24.47 | humidity | 90 | 720 | < th | dose dependent | rect. | 12 | 1 |
461 | 24.48 | temperature | 15 | 720 | > th | dose independent | rect. | 14 | 10 |
462 | 24.48 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 11 |
468 | 24.48 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 20 | 23 |
469 | 24.48 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 23 | 23 |
485 | 24.48 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 18 |
490 | 24.49 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 17 | 17 |
491 | 24.49 | temperature | 30 | 720 | < th | dose independent | rect. | 24 | 18 |
566 | 24.52 | temperature | 30 | 720 | > th | dose independent | rect. | 12 | 1 |
587 | 24.52 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 23 | 10 |
588 | 24.52 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 12 |
641 | 24.54 | temperature | 15 | 1440 | > th | dose independent | rect. | 4 | 14 |
670 | 24.54 | temperature | 10 | 30 | > th | dose dependent | rect. | 19 | 23 |
672 | 24.55 | temperature | 15 | 1440 | > th | dose independent | sin | 20 | NA |
699 | 24.55 | atmosphere | 1000 | 10 | > th | dose dependent | rect. | 17 | 17 |
704 | 24.56 | temperature | 25 | 270 | > th | dose independent | rect. | 19 | 1 |
709 | 24.56 | temperature | 30 | 720 | < th | dose independent | rect. | 11 | 7 |
711 | 24.56 | temperature | 15 | 1440 | > th | dose independent | rect. | 8 | 10 |
712 | 24.56 | temperature | 15 | 1440 | > th | dose independent | rect. | 6 | 19 |
768 | 24.57 | temperature | 25 | 10 | > th | dose dependent | rect. | 12 | 23 |
781 | 24.58 | temperature | 15 | 30 | > th | dose independent | rect. | 3 | 23 |
782 | 24.58 | temperature | 10 | 720 | > th | dose dependent | sin | 23 | NA |
793 | 24.58 | atmosphere | 1015 | 30 | < th | dose dependent | rect. | 12 | 14 |
822 | 24.59 | temperature | 25 | 4320 | > th | dose dependent | rect. | 23 | 8 |
841 | 24.60 | temperature | 15 | 30 | > th | dose independent | sin | 7 | NA |
844 | 24.60 | temperature | 15 | 270 | > th | dose independent | sin | 8 | NA |
876 | 24.60 | temperature | 15 | 270 | > th | dose independent | sin | 20 | NA |
885 | 24.60 | temperature | 15 | 10 | > th | dose independent | sin | 1 | NA |
898 | 24.60 | atmosphere | 1000 | 270 | < th | dose independent | sin | 16 | NA |
903 | 24.60 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 17 | 14 |
907 | 24.60 | temperature | 30 | 720 | < th | dose dependent | sin | 21 | NA |
909 | 24.60 | radiation | 1 | 720 | > th | dose dependent | rect. | 12 | 1 |
946 | 24.61 | temperature | 15 | 720 | > th | dose independent | rect. | 7 | 16 |
980 | 24.62 | temperature | 25 | 4320 | < th | dose independent | rect. | 1 | 1 |