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Os08g0346400 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.97 | 0.22 | 11 | -0.581 | 0.626 | -0.324 | 0.0946 | 1.38 | -0.145 | 7.12 | 25.2 | 15 | -- | -- |
23.85 | 0.227 | 11 | -0.405 | 0.624 | -0.892 | 0.0419 | -- | -0.0339 | 7.65 | 19.28 | 224 | -- | -- |
21.99 | 0.218 | 11 | -0.579 | 0.627 | -0.324 | -- | 1.37 | -0.145 | 7.12 | 25.2 | 14 | -- | -- |
23.64 | 0.226 | 11 | -0.419 | 0.63 | -0.981 | -- | -- | -0.0601 | 7.35 | 19.31 | 211 | -- | -- |
42.39 | 0.305 | 11 | -0.541 | -- | -0.371 | -- | 1.31 | -0.118 | -- | 23.89 | 7 | -- | -- |
28.14 | 0.249 | 11 | -0.274 | 0.626 | -- | -0.0407 | -- | -0.0174 | 7.53 | -- | -- | -- | -- |
28.15 | 0.248 | 11 | -0.275 | 0.626 | -- | -- | -- | -0.0174 | 7.52 | -- | -- | -- | -- |
43.88 | 0.309 | 11 | -0.416 | -- | -1.33 | -- | -- | -0.0465 | -- | 16 | 1519 | -- | -- |
27.73 | 0.245 | 11 | -- | 0.624 | -0.705 | -- | -- | -0.011 | 7.47 | 18.95 | 158 | -- | -- |
49.13 | 0.328 | 11 | -0.266 | -- | -- | -- | -- | -0.00764 | -- | -- | -- | -- | -- |
30.15 | 0.257 | 10.9 | -- | 0.624 | -- | -- | -- | 0.0133 | 7.55 | -- | -- | -- | -- |
47.93 | 0.322 | 11 | -- | -- | -0.946 | -- | -- | 0.0035 | -- | 15.9 | 1415 | -- | -- |
51 | 0.333 | 11 | -- | -- | -- | -- | -- | 0.0219 | -- | -- | -- | -- | -- |
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 | 21.51 | radiation | 1 | 4320 | < th | dose dependent | rect. | 15 | 1 |
2 | 21.58 | radiation | 1 | 4320 | > th | dose independent | rect. | 15 | 1 |
3 | 21.58 | radiation | 1 | 4320 | < th | dose independent | rect. | 15 | 1 |
4 | 21.66 | temperature | 10 | 43200 | > th | dose independent | rect. | 9 | 11 |
10 | 21.84 | temperature | 10 | 43200 | > th | dose independent | rect. | 12 | 9 |
13 | 21.91 | temperature | 25 | 10 | < th | dose dependent | rect. | 1 | 23 |
15 | 21.95 | temperature | 25 | 10 | < th | dose dependent | rect. | 5 | 23 |
17 | 21.96 | temperature | 25 | 10 | < th | dose dependent | rect. | 9 | 23 |
18 | 21.96 | temperature | 25 | 10 | < th | dose dependent | rect. | 21 | 23 |
20 | 21.97 | temperature | 25 | 10 | < th | dose dependent | rect. | 7 | 23 |
21 | 21.97 | temperature | 25 | 10 | < th | dose dependent | rect. | 17 | 23 |
22 | 21.98 | temperature | 25 | 10 | < th | dose dependent | no | NA | NA |
23 | 21.98 | humidity | 70 | 43200 | < th | dose dependent | rect. | 23 | 8 |
26 | 21.98 | temperature | 25 | 10 | < th | dose dependent | rect. | 15 | 23 |
28 | 21.99 | temperature | 15 | 14400 | > th | dose independent | rect. | 16 | 1 |
30 | 21.99 | humidity | 90 | 720 | > th | dose dependent | rect. | 8 | 14 |
36 | 22.00 | humidity | 80 | 1440 | > th | dose dependent | rect. | 11 | 1 |
37 | 22.00 | humidity | 60 | 43200 | < th | dose dependent | rect. | 22 | 10 |
39 | 22.00 | temperature | 25 | 30 | < th | dose dependent | rect. | 19 | 23 |
40 | 22.00 | temperature | 25 | 10 | < th | dose dependent | rect. | 23 | 23 |
43 | 22.01 | temperature | 10 | 43200 | > th | dose independent | rect. | 8 | 9 |
45 | 22.01 | temperature | 25 | 30 | < th | dose dependent | rect. | 11 | 23 |
47 | 22.02 | humidity | 60 | 43200 | < th | dose dependent | rect. | 5 | 3 |
48 | 22.02 | humidity | 60 | 43200 | < th | dose dependent | rect. | 2 | 6 |
54 | 22.03 | temperature | 15 | 4320 | > th | dose independent | rect. | 10 | 5 |
55 | 22.03 | humidity | 60 | 43200 | > th | dose independent | rect. | 23 | 8 |
61 | 22.03 | temperature | 25 | 30 | < th | dose dependent | rect. | 13 | 23 |
64 | 22.04 | temperature | 25 | 30 | < th | dose dependent | rect. | 3 | 23 |
66 | 22.05 | temperature | 15 | 4320 | > th | dose independent | rect. | 13 | 2 |
70 | 22.06 | humidity | 60 | 43200 | < th | dose independent | rect. | 22 | 9 |
74 | 22.08 | humidity | 90 | 720 | > th | dose dependent | rect. | 7 | 16 |
102 | 22.17 | radiation | 1 | 1440 | < th | dose independent | rect. | 10 | 1 |
106 | 22.17 | temperature | 15 | 14400 | < th | dose dependent | rect. | 20 | 1 |
108 | 22.17 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 1 |
111 | 22.18 | temperature | 10 | 43200 | > th | dose independent | rect. | 23 | 1 |
130 | 22.21 | humidity | 90 | 270 | > th | dose independent | rect. | 7 | 20 |
135 | 22.22 | temperature | 15 | 14400 | < th | dose independent | rect. | 15 | 1 |
137 | 22.22 | temperature | 10 | 43200 | < th | dose independent | rect. | 21 | 1 |
140 | 22.22 | temperature | 10 | 43200 | < th | dose independent | rect. | 20 | 3 |
141 | 22.22 | humidity | 70 | 43200 | > th | dose independent | rect. | 1 | 3 |
146 | 22.22 | temperature | 10 | 43200 | < th | dose independent | rect. | 9 | 14 |
147 | 22.22 | temperature | 10 | 43200 | < th | dose independent | rect. | 8 | 16 |
152 | 22.23 | radiation | 10 | 4320 | > th | dose independent | rect. | 5 | 1 |
191 | 22.23 | humidity | 50 | 43200 | < th | dose independent | rect. | 19 | 13 |
195 | 22.23 | temperature | 10 | 43200 | < th | dose dependent | rect. | 8 | 14 |
206 | 22.24 | temperature | 15 | 14400 | > th | dose independent | rect. | 15 | 6 |
218 | 22.24 | temperature | 20 | 30 | > th | dose independent | rect. | 4 | 18 |
230 | 22.25 | humidity | 50 | 43200 | < th | dose independent | rect. | 5 | 3 |
231 | 22.25 | humidity | 50 | 43200 | < th | dose independent | rect. | 3 | 5 |
243 | 22.25 | temperature | 15 | 14400 | < th | dose dependent | rect. | 16 | 1 |
244 | 22.25 | radiation | 10 | 4320 | > th | dose dependent | rect. | 5 | 1 |
272 | 22.26 | humidity | 60 | 43200 | > th | dose independent | rect. | 3 | 1 |
276 | 22.26 | temperature | 15 | 4320 | > th | dose independent | rect. | 13 | 5 |
291 | 22.27 | humidity | 70 | 43200 | < th | dose independent | rect. | 1 | 2 |
311 | 22.28 | temperature | 15 | 4320 | > th | dose independent | rect. | 2 | 15 |
331 | 22.29 | humidity | 70 | 43200 | < th | dose dependent | rect. | 1 | 1 |
343 | 22.30 | temperature | 10 | 43200 | > th | dose independent | sin | 20 | NA |
344 | 22.30 | wind | 9 | 4320 | > th | dose independent | rect. | 9 | 1 |
359 | 22.30 | temperature | 15 | 4320 | > th | dose independent | rect. | 2 | 13 |
376 | 22.31 | temperature | 15 | 4320 | > th | dose independent | sin | 1 | NA |
378 | 22.31 | temperature | 10 | 43200 | < th | dose independent | sin | 19 | NA |
393 | 22.31 | temperature | 15 | 14400 | < th | dose dependent | rect. | 12 | 1 |
408 | 22.32 | temperature | 15 | 4320 | > th | dose independent | rect. | 3 | 1 |
422 | 22.32 | temperature | 15 | 720 | > th | dose independent | rect. | 20 | 16 |
479 | 22.34 | temperature | 15 | 720 | > th | dose independent | rect. | 18 | 17 |
481 | 22.34 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 1 |
483 | 22.34 | humidity | 50 | 43200 | < th | dose dependent | rect. | 19 | 15 |
500 | 22.35 | wind | 9 | 14400 | > th | dose dependent | rect. | 19 | 1 |
510 | 22.36 | temperature | 15 | 720 | > th | dose independent | sin | 9 | NA |
513 | 22.36 | temperature | 15 | 4320 | < th | dose independent | sin | 3 | NA |
515 | 22.36 | temperature | 15 | 14400 | > th | dose independent | rect. | 7 | 1 |
525 | 22.36 | temperature | 15 | 4320 | < th | dose independent | rect. | 2 | 12 |
603 | 22.38 | temperature | 15 | 4320 | < th | dose independent | rect. | 2 | 9 |
626 | 22.39 | temperature | 15 | 4320 | > th | dose independent | rect. | 2 | 4 |
678 | 22.40 | humidity | 50 | 43200 | > th | dose independent | rect. | 19 | 13 |
740 | 22.41 | temperature | 10 | 43200 | < th | dose dependent | rect. | 23 | 1 |
788 | 22.42 | temperature | 15 | 4320 | < th | dose independent | rect. | 6 | 6 |
834 | 22.43 | temperature | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
842 | 22.43 | temperature | 15 | 4320 | < th | dose independent | rect. | 1 | 6 |
866 | 22.43 | temperature | 15 | 720 | > th | dose independent | rect. | 23 | 16 |
871 | 22.43 | temperature | 15 | 720 | > th | dose independent | rect. | 18 | 20 |
876 | 22.43 | temperature | 15 | 4320 | > th | dose independent | rect. | 10 | 21 |
915 | 22.44 | humidity | 50 | 43200 | < th | dose independent | rect. | 3 | 1 |
939 | 22.44 | temperature | 15 | 4320 | < th | dose independent | rect. | 6 | 8 |
979 | 22.44 | temperature | 15 | 4320 | < th | dose dependent | rect. | 10 | 1 |
995 | 22.45 | temperature | 15 | 4320 | < th | dose independent | no | NA | NA |
997 | 22.45 | temperature | 15 | 4320 | < th | dose independent | rect. | 2 | 3 |