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Os05g0120100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Splicing factor RSZ33.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39.55 | 0.295 | 11.9 | 0.0585 | 0.521 | 0.483 | 0.296 | -1.19 | -0.0844 | 17.4 | 19.8 | 2860 | -- | -- |
42.16 | 0.302 | 11.9 | 0.249 | 0.492 | 0.646 | 0.195 | -- | -0.0635 | 17.3 | 20.6 | 2777 | -- | -- |
39.72 | 0.294 | 11.9 | 0.0528 | 0.526 | 0.488 | -- | -1.2 | -0.0841 | 17.2 | 19.8 | 2785 | -- | -- |
41.97 | 0.302 | 11.9 | 0.263 | 0.518 | 0.699 | -- | -- | -0.0401 | 17.1 | 19.9 | 2771 | -- | -- |
54.1 | 0.343 | 11.9 | 0.0701 | -- | 0.484 | -- | -1.05 | -0.0942 | -- | 20.29 | 2958 | -- | -- |
50.75 | 0.334 | 11.8 | 0.618 | 0.497 | -- | 0.519 | -- | 0.126 | 17.6 | -- | -- | -- | -- |
51.29 | 0.335 | 11.8 | 0.617 | 0.501 | -- | -- | -- | 0.129 | 17.3 | -- | -- | -- | -- |
55.6 | 0.347 | 11.9 | 0.308 | -- | 0.704 | -- | -- | -0.0266 | -- | 19.9 | 1783 | -- | -- |
43.01 | 0.305 | 11.9 | -- | 0.535 | 0.835 | -- | -- | -0.0963 | 17.2 | 19.9 | 2860 | -- | -- |
64.4 | 0.375 | 11.8 | 0.6 | -- | -- | -- | -- | 0.116 | -- | -- | -- | -- | -- |
61.32 | 0.366 | 11.8 | -- | 0.491 | -- | -- | -- | 0.0599 | 17.3 | -- | -- | -- | -- |
56.19 | 0.349 | 11.9 | -- | -- | 0.759 | -- | -- | -0.0998 | -- | 18.9 | 14621 | -- | -- |
73.88 | 0.401 | 11.8 | -- | -- | -- | -- | -- | 0.0496 | -- | -- | -- | -- | -- |
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 | 38.56 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 7 | 2 |
2 | 39.01 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 17 | 2 |
8 | 39.29 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
10 | 39.39 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
13 | 39.45 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 17 | 2 |
15 | 39.47 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 16 | 6 |
21 | 39.54 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 16 | 6 |
24 | 39.55 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 10 |
30 | 39.57 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 15 | 11 |
39 | 39.61 | wind | 1.0 | 43200 | > th | dose independent | rect. | 24 | 2 |
87 | 39.76 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 6 |
97 | 39.78 | temperature | 20.0 | 4320 | < th | dose independent | sin | 15 | NA |
117 | 39.82 | temperature | 20.0 | 4320 | > th | dose independent | sin | 15 | NA |
126 | 39.83 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
135 | 39.85 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
186 | 39.95 | humidity | 90.0 | 14400 | > th | dose independent | sin | 19 | NA |
193 | 39.95 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 13 |
195 | 39.96 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 1 |
203 | 39.96 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 1 |
225 | 39.99 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 3 |
256 | 40.03 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
257 | 40.03 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 12 | 3 |
286 | 40.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 16 | 8 |
316 | 40.09 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 13 |
324 | 40.10 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 1 |
348 | 40.11 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 19 |
359 | 40.13 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 2 |
384 | 40.15 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 24 | 8 |
401 | 40.17 | wind | 1.0 | 43200 | < th | dose independent | rect. | 24 | 2 |
414 | 40.18 | humidity | 90.0 | 14400 | < th | dose independent | sin | 19 | NA |
423 | 40.18 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 18 | NA |
447 | 40.21 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
448 | 40.21 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 4 |
464 | 40.22 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 22 |
471 | 40.23 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
498 | 40.26 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
512 | 40.27 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
533 | 40.28 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 2 |
556 | 40.30 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 2 |
571 | 40.31 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 1 |
576 | 40.32 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 4 |
578 | 40.32 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 23 | 9 |
588 | 40.33 | wind | 3.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
589 | 40.33 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 1 | 6 |
605 | 40.34 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 1 | 7 |
687 | 40.38 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 19 | 14 |
691 | 40.39 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
703 | 40.40 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 24 | 1 |
791 | 40.44 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 2 |
809 | 40.46 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 23 | 4 |
828 | 40.47 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 23 | 10 |
843 | 40.48 | wind | 3.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
844 | 40.48 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
853 | 40.48 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 12 |
894 | 40.50 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 5 | 23 |
907 | 40.51 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 5 | 23 |
914 | 40.51 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 16 | 16 |
926 | 40.52 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 16 |
934 | 40.52 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
938 | 40.53 | temperature | 20.0 | 4320 | > th | dose independent | no | NA | NA |
949 | 40.53 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 18 |
954 | 40.53 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
961 | 40.54 | temperature | 20.0 | 4320 | < th | dose independent | no | NA | NA |
978 | 40.54 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 18 | 23 |
990 | 40.55 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 18 |