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Os04g0118500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Peptidyl-prolyl cis-trans isomerase 1 (EC 5.2.1.8) (Rotamase Pin1) (PPIase Pin1) (MdPin1).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26.04 | 0.24 | 13.4 | 0.446 | 0.289 | -0.103 | -0.197 | 3.88 | 0.348 | 24 | 29.6 | 1652 | -- | -- |
28.43 | 0.248 | 13.3 | 1.31 | 0.283 | 0.237 | -0.0861 | -- | 0.48 | 0.464 | 31.5 | 5738 | -- | -- |
26.2 | 0.238 | 13.4 | 0.453 | 0.29 | -0.102 | -- | 3.9 | 0.348 | 0.0386 | 29.59 | 1656 | -- | -- |
28.33 | 0.248 | 13.3 | 1.27 | 0.282 | 0.27 | -- | -- | 0.464 | 0.112 | 31.86 | 5758 | -- | -- |
31.39 | 0.261 | 13.4 | 0.494 | -- | -0.12 | -- | 4 | 0.355 | -- | 29.5 | 1954 | -- | -- |
32.39 | 0.267 | 13.3 | 1.2 | 0.269 | -- | -0.237 | -- | 0.505 | 23.8 | -- | -- | -- | -- |
32.63 | 0.268 | 13.3 | 1.21 | 0.27 | -- | -- | -- | 0.506 | 23.8 | -- | -- | -- | -- |
33.04 | 0.268 | 13.3 | 1.31 | -- | 0.306 | -- | -- | 0.485 | -- | 32.01 | 5964 | -- | -- |
70.44 | 0.391 | 13.3 | -- | 0.286 | 0.094 | -- | -- | 0.375 | 0.282 | 33.82 | 7077 | -- | -- |
37.23 | 0.285 | 13.3 | 1.22 | -- | -- | -- | -- | 0.51 | -- | -- | -- | -- | -- |
71.04 | 0.394 | 13.3 | -- | 0.286 | -- | -- | -- | 0.372 | 0.0979 | -- | -- | -- | -- |
51.03 | 0.333 | 13.3 | -- | -- | -0.673 | -- | -- | 0.394 | -- | 35.48 | 47520 | -- | -- |
76.19 | 0.407 | 13.3 | -- | -- | -- | -- | -- | 0.375 | -- | -- | -- | -- | -- |
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 | 24.00 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 5 |
2 | 24.06 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 17 |
3 | 24.09 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 4 |
11 | 24.29 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 2 |
12 | 24.29 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 2 |
13 | 24.30 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 23 |
15 | 24.33 | wind | 7.0 | 43200 | > th | dose independent | rect. | 20 | 19 |
17 | 24.34 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 2 |
18 | 24.35 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 7 |
19 | 24.37 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 22 |
20 | 24.37 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 4 |
23 | 24.38 | wind | 7.0 | 43200 | < th | dose independent | rect. | 19 | 20 |
26 | 24.39 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 23 |
28 | 24.40 | wind | 7.0 | 43200 | > th | dose independent | rect. | 3 | 12 |
29 | 24.40 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 20 |
35 | 24.43 | wind | 7.0 | 43200 | < th | dose independent | rect. | 3 | 12 |
37 | 24.43 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 20 |
39 | 24.43 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 17 | 22 |
40 | 24.44 | wind | 9.0 | 43200 | < th | dose independent | sin | 12 | NA |
45 | 24.46 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 4 |
51 | 24.46 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 4 |
52 | 24.47 | wind | 9.0 | 43200 | > th | dose independent | sin | 12 | NA |
54 | 24.48 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
59 | 24.49 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 20 | 5 |
61 | 24.49 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 18 |
64 | 24.50 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 4 |
65 | 24.50 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 13 |
69 | 24.50 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 19 |
82 | 24.53 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 18 |
90 | 24.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
98 | 24.57 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 21 | 2 |
103 | 24.57 | wind | 9.0 | 43200 | > th | dose dependent | sin | 13 | NA |
111 | 24.59 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 22 |
115 | 24.60 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 14 |
166 | 24.67 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 23 |
172 | 24.68 | wind | 9.0 | 43200 | < th | dose independent | rect. | 3 | 20 |
182 | 24.69 | wind | 9.0 | 43200 | < th | dose independent | no | NA | NA |
206 | 24.71 | wind | 7.0 | 43200 | > th | dose independent | sin | 4 | NA |
207 | 24.71 | wind | 7.0 | 43200 | < th | dose independent | rect. | 9 | 5 |
245 | 24.75 | wind | 7.0 | 43200 | < th | dose independent | sin | 4 | NA |
253 | 24.76 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
324 | 24.82 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 14 | 23 |
346 | 24.85 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
357 | 24.85 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
359 | 24.85 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 3 | 12 |
375 | 24.87 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 10 |
383 | 24.88 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
385 | 24.88 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 12 |
396 | 24.88 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 10 | 20 |
408 | 24.89 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 6 |
422 | 24.90 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 9 | 23 |
424 | 24.91 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
433 | 24.91 | wind | 7.0 | 43200 | > th | dose dependent | no | NA | NA |
441 | 24.91 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 1 | 23 |
459 | 24.92 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 23 | 23 |
461 | 24.93 | wind | 9.0 | 43200 | > th | dose independent | no | NA | NA |
467 | 24.93 | wind | 9.0 | 43200 | > th | dose independent | rect. | 1 | 23 |
468 | 24.93 | wind | 9.0 | 43200 | > th | dose independent | rect. | 3 | 23 |
469 | 24.93 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 23 |
491 | 24.94 | wind | 9.0 | 43200 | > th | dose independent | rect. | 3 | 20 |
498 | 24.94 | wind | 9.0 | 43200 | > th | dose independent | rect. | 7 | 23 |
510 | 24.95 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 10 |
528 | 24.95 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 11 | 3 |
549 | 24.96 | wind | 5.0 | 43200 | > th | dose dependent | sin | 3 | NA |
584 | 24.98 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 17 | 2 |
589 | 24.99 | temperature | 20.0 | 14400 | > th | dose independent | sin | 15 | NA |
609 | 25.00 | wind | 9.0 | 43200 | > th | dose independent | rect. | 12 | 23 |
653 | 25.02 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 10 | 16 |
669 | 25.03 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 10 | 13 |
691 | 25.05 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
735 | 25.07 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
771 | 25.09 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 4 |
883 | 25.15 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 7 |
897 | 25.16 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 4 |
914 | 25.17 | wind | 9.0 | 43200 | < th | dose independent | sin | 23 | NA |
924 | 25.17 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 18 | 1 |
934 | 25.18 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 9 |
964 | 25.19 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 1 |