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Os01g0164400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : RNA-binding region RNP-1 (RNA recognition motif) 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 = precipitation,
response mode = > th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.77 | 0.252 | 12.2 | 1.15 | 0.726 | -0.46 | -0.236 | -0.301 | 0.0531 | 14.6 | -0.1236 | 12561 | -- | -- |
28.86 | 0.25 | 12.2 | 1.13 | 0.72 | -0.485 | -0.292 | -- | 0.0446 | 14.5 | 0.1254 | 12541 | -- | -- |
28.95 | 0.251 | 12.2 | 1.14 | 0.725 | -0.458 | -- | -0.291 | 0.0516 | 14.6 | -0.09872 | 12541 | -- | -- |
28.99 | 0.251 | 12.2 | 1.15 | 0.73 | -0.496 | -- | -- | 0.0464 | 14.6 | 0.1967 | 12541 | -- | -- |
59.64 | 0.36 | 12.2 | 1.13 | -- | -0.436 | -- | -0.32 | 0.043 | -- | 0.123 | 12300 | -- | -- |
35.62 | 0.28 | 12.2 | 1.08 | 0.721 | -- | -0.189 | -- | 0.143 | 14.6 | -- | -- | -- | -- |
35.75 | 0.28 | 12.2 | 1.08 | 0.721 | -- | -- | -- | 0.142 | 14.6 | -- | -- | -- | -- |
59.76 | 0.36 | 12.2 | 1.13 | -- | -0.459 | -- | -- | 0.0422 | -- | 0.2105 | 12300 | -- | -- |
61.69 | 0.366 | 12.2 | -- | 0.716 | -0.386 | -- | -- | -0.0568 | 14.5 | -0.08655 | 13135 | -- | -- |
66.15 | 0.38 | 12.2 | 1.05 | -- | -- | -- | -- | 0.124 | -- | -- | -- | -- | -- |
66.43 | 0.381 | 12.2 | -- | 0.7 | -- | -- | -- | 0.0219 | 14.6 | -- | -- | -- | -- |
90.77 | 0.444 | 12.2 | -- | -- | -0.389 | -- | -- | -0.0816 | -- | -0.003889 | 13428 | -- | -- |
95.14 | 0.455 | 12.2 | -- | -- | -- | -- | -- | 0.00763 | -- | -- | -- | -- | -- |
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 | 28.58 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
6 | 28.86 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 15 |
8 | 28.87 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 3 |
10 | 28.87 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 15 |
11 | 28.87 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 15 |
14 | 28.89 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
27 | 28.99 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 2 | NA |
36 | 29.01 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 0 | NA |
37 | 29.01 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 2 | NA |
41 | 29.01 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 2 | NA |
43 | 29.02 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
46 | 29.02 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
48 | 29.03 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 19 |
49 | 29.04 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 10 | 9 |
63 | 29.05 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 19 |
68 | 29.05 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 19 |
79 | 29.07 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
91 | 29.08 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
119 | 29.13 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 3 | 2 |
123 | 29.14 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
131 | 29.14 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 3 | 2 |
135 | 29.15 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
156 | 29.17 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 6 |
164 | 29.17 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 6 |
168 | 29.18 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 1 |
183 | 29.20 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
185 | 29.20 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 16 | 4 |
191 | 29.20 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 16 | 4 |
203 | 29.21 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 1 |
228 | 29.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 24 | 19 |
239 | 29.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 16 |
251 | 29.27 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 4 |
258 | 29.27 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 15 |
269 | 29.28 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
273 | 29.29 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 10 | 4 |
290 | 29.30 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 8 | 12 |
303 | 29.32 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
305 | 29.32 | wind | 5.0 | 14400 | < th | dose independent | rect. | 4 | 5 |
316 | 29.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 1 |
324 | 29.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 1 |
326 | 29.33 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 5 |
327 | 29.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 10 | 10 |
330 | 29.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 23 |
345 | 29.35 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 24 | 5 |
353 | 29.36 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 12 |
362 | 29.37 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 1 |
371 | 29.37 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 23 |
372 | 29.38 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 1 |
377 | 29.38 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 22 |
381 | 29.38 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 22 |
389 | 29.39 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 22 |
401 | 29.40 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
441 | 29.42 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 16 | 1 |
444 | 29.42 | wind | 5.0 | 14400 | > th | dose independent | rect. | 5 | 4 |
453 | 29.42 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 16 | 1 |
455 | 29.42 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 3 |
480 | 29.44 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
489 | 29.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 10 | 20 |
509 | 29.45 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 13 |
555 | 29.46 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 23 |
653 | 29.50 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 15 |
672 | 29.51 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 8 | 9 |
688 | 29.52 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 19 |
702 | 29.53 | wind | 5.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
712 | 29.53 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 11 |
723 | 29.53 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 11 |
738 | 29.54 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 11 |
741 | 29.54 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 10 | 16 |
753 | 29.54 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 10 | 16 |
762 | 29.54 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 23 |
771 | 29.55 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 10 | 16 |
778 | 29.55 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 10 |
780 | 29.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 13 |
793 | 29.56 | wind | 5.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
807 | 29.56 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
808 | 29.56 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 2 |
879 | 29.59 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 22 |
887 | 29.59 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 7 |
888 | 29.59 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 9 | 9 |
909 | 29.61 | wind | 5.0 | 14400 | > th | dose independent | rect. | 3 | 7 |
911 | 29.61 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 7 |
931 | 29.61 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 10 | 7 |
984 | 29.63 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 3 | 6 |
993 | 29.64 | humidity | 60.0 | 14400 | > th | dose independent | sin | 1 | NA |
997 | 29.64 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 6 |