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Os02g0139000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Phosphate starvation regulator protein (Regulatory protein of P- starvation acclimation response Psr1).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
104.55 | 0.48 | 11 | -0.254 | 2.86 | 0.628 | -0.813 | -5.64 | 0.0989 | 19.8 | 18.01 | 106 | -- | -- |
135.07 | 0.541 | 10.9 | 0.701 | 2.83 | 0.466 | -0.928 | -- | 0.365 | 19.7 | 15 | 110 | -- | -- |
105.67 | 0.479 | 11 | -0.261 | 2.87 | 0.574 | -- | -5.67 | 0.103 | 19.8 | 18 | 180 | -- | -- |
136.83 | 0.545 | 10.9 | 0.718 | 2.85 | 0.469 | -- | -- | 0.371 | 19.8 | 14.7 | 97 | -- | -- |
449.55 | 0.988 | 11 | -0.766 | -- | 2.95 | -- | -5.39 | -0.26 | -- | 12.68 | 520 | -- | -- |
136.98 | 0.549 | 10.8 | 0.798 | 2.91 | -- | -0.886 | -- | 0.438 | 19.6 | -- | -- | -- | -- |
139.09 | 0.552 | 10.8 | 0.818 | 2.9 | -- | -- | -- | 0.436 | 19.6 | -- | -- | -- | -- |
469.23 | 1.01 | 10.9 | 0.154 | -- | 2.54 | -- | -- | -0.0159 | -- | 16.81 | 552 | -- | -- |
149.19 | 0.569 | 10.9 | -- | 2.83 | 0.791 | -- | -- | 0.268 | 19.9 | 14.19 | 97 | -- | -- |
591.98 | 1.14 | 10.8 | 0.777 | -- | -- | -- | -- | 0.392 | -- | -- | -- | -- | -- |
156.74 | 0.586 | 10.9 | -- | 2.9 | -- | -- | -- | 0.345 | 19.6 | -- | -- | -- | -- |
469.78 | 1.01 | 10.9 | -- | -- | 2.63 | -- | -- | -0.0396 | -- | 16.49 | 552 | -- | -- |
607.92 | 1.15 | 10.8 | -- | -- | -- | -- | -- | 0.306 | -- | -- | -- | -- | -- |
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 | 97.84 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 19 |
2 | 98.75 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 21 |
3 | 98.83 | temperature | 30.0 | 270 | < th | dose dependent | sin | 7 | NA |
8 | 100.24 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 11 |
11 | 100.38 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 11 |
12 | 100.40 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 22 | 10 |
13 | 100.41 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 24 | 8 |
17 | 100.45 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 5 | 3 |
18 | 100.45 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 3 | 5 |
27 | 100.52 | wind | 7.0 | 43200 | < th | dose independent | rect. | 5 | 9 |
29 | 100.61 | wind | 7.0 | 43200 | > th | dose independent | rect. | 4 | 10 |
31 | 100.64 | wind | 7.0 | 43200 | < th | dose independent | rect. | 7 | 7 |
32 | 100.64 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 9 | 5 |
36 | 100.75 | wind | 7.0 | 43200 | > th | dose independent | rect. | 7 | 7 |
41 | 100.86 | temperature | 10.0 | 270 | > th | dose dependent | sin | 6 | NA |
42 | 100.93 | wind | 7.0 | 43200 | < th | dose independent | rect. | 1 | 14 |
47 | 100.98 | wind | 1.0 | 43200 | < th | dose independent | rect. | 15 | 11 |
48 | 100.98 | wind | 7.0 | 43200 | > th | dose independent | rect. | 1 | 13 |
51 | 101.01 | wind | 7.0 | 43200 | > th | dose independent | rect. | 24 | 15 |
52 | 101.03 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 18 |
56 | 101.05 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 15 |
58 | 101.06 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 18 |
94 | 101.29 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 21 | 15 |
95 | 101.32 | wind | 1.0 | 43200 | > th | dose independent | rect. | 11 | 14 |
112 | 101.54 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 8 |
114 | 101.55 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 4 | 11 |
116 | 101.56 | wind | 7.0 | 43200 | < th | dose independent | sin | 4 | NA |
117 | 101.58 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
119 | 101.58 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 6 | 2 |
121 | 101.60 | wind | 7.0 | 43200 | > th | dose independent | sin | 5 | NA |
146 | 101.69 | wind | 1.0 | 43200 | < th | dose independent | rect. | 11 | 14 |
160 | 101.80 | wind | 1.0 | 43200 | < th | dose dependent | sin | 18 | NA |
163 | 101.82 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
176 | 101.92 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 21 | 18 |
246 | 102.33 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
254 | 102.39 | wind | 5.0 | 43200 | > th | dose dependent | sin | 4 | NA |
267 | 102.47 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 6 | 2 |
286 | 102.54 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 8 |
289 | 102.55 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 1 | 7 |
294 | 102.56 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 22 | 10 |
296 | 102.57 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 9 |
300 | 102.58 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 7 |
301 | 102.58 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 3 | 5 |
315 | 102.63 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
316 | 102.63 | temperature | 10.0 | 90 | > th | dose dependent | sin | 4 | NA |
335 | 102.75 | wind | 1.0 | 43200 | > th | dose independent | sin | 17 | NA |
345 | 102.83 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
354 | 102.87 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 4 |
356 | 102.88 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
395 | 103.05 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 7 |
399 | 103.06 | wind | 1.0 | 43200 | < th | dose independent | sin | 17 | NA |
420 | 103.13 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 6 |
470 | 103.25 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 4 |
473 | 103.26 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 6 |
477 | 103.26 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 6 |
480 | 103.30 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 5 |
514 | 103.41 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 4 |
520 | 103.42 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
541 | 103.44 | wind | 7.0 | 43200 | > th | dose independent | sin | 10 | NA |
559 | 103.48 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 3 |
561 | 103.48 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 2 | 13 |
562 | 103.49 | wind | 7.0 | 43200 | < th | dose independent | sin | 10 | NA |
629 | 103.64 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 23 |
655 | 103.69 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 7 |
658 | 103.70 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 22 | 3 |
694 | 103.79 | wind | 7.0 | 43200 | > th | dose independent | rect. | 19 | 11 |
729 | 103.86 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 12 | 2 |
751 | 103.87 | wind | 5.0 | 43200 | > th | dose dependent | sin | 10 | NA |
773 | 103.91 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
776 | 103.91 | wind | 7.0 | 43200 | < th | dose independent | rect. | 19 | 11 |
805 | 103.95 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
899 | 104.13 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 6 |
912 | 104.15 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 23 |
927 | 104.17 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
980 | 104.26 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 19 | 1 |
994 | 104.27 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 12 | 7 |