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Os06g0703500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to SBP-domain protein 5 (Fragment).
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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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
138.03 | 0.552 | 10.3 | 0.0848 | 2.79 | -4.03 | 1.45 | -13.6 | 0.539 | 23.1 | 39.21 | 4320 | 18 | 9.2 |
153.18 | 0.576 | 9.87 | -0.883 | 2.64 | -3.12 | 0.285 | -- | 0.365 | 23.4 | 51.2 | 47520 | 18.5 | 8.06 |
142.86 | 0.557 | 10.3 | -0.0737 | 2.66 | -3.75 | -- | -12.8 | 0.514 | 23.1 | 26.91 | 4320 | 18 | 9.03 |
138.24 | 0.548 | 9.9 | -1.41 | 2.36 | -2.66 | -- | -- | 0.0255 | 23.1 | 4.882 | 47520 | 18.4 | 9.6 |
519.09 | 1.07 | 9.78 | -2.09 | -- | 1.27 | -- | -0.508 | 0.466 | -- | 26.91 | 4320 | 18 | 9.03 |
348.69 | 0.875 | 9.82 | -2.17 | 2.33 | -- | 0.0813 | -- | 0.51 | 23.5 | -- | -- | -- | -- |
348.72 | 0.874 | 9.82 | -2.17 | 2.33 | -- | -- | -- | 0.51 | 23.5 | -- | -- | -- | -- |
347.62 | 0.868 | 9.75 | -2.46 | -- | 2.08 | -- | -- | 0.603 | -- | 119.7 | 1567 | 16.4 | 12.8 |
178.04 | 0.621 | 9.86 | -- | 2.52 | -3.01 | -- | -- | 0.459 | 23 | 57.9 | 47520 | 18.4 | 9.62 |
688.43 | 1.23 | 9.76 | -2.11 | -- | -- | -- | -- | 0.535 | -- | -- | -- | -- | -- |
472.65 | 1.02 | 9.76 | -- | 2.3 | -- | -- | -- | 0.751 | 23.5 | -- | -- | -- | -- |
473.74 | 1.01 | 9.69 | -- | -- | 1.98 | -- | -- | 0.813 | -- | 200.6 | 1582 | 16.3 | 12.8 |
805.36 | 1.32 | 9.71 | -- | -- | -- | -- | -- | 0.769 | -- | -- | -- | -- | -- |
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 | 128.75 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 1 |
3 | 130.98 | humidity | 90 | 43200 | < th | dose independent | rect. | 19 | 4 |
5 | 131.49 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 11 |
6 | 131.77 | radiation | 1 | 43200 | < th | dose independent | rect. | 17 | 12 |
9 | 132.06 | radiation | 1 | 43200 | < th | dose independent | rect. | 17 | 10 |
15 | 132.12 | radiation | 1 | 43200 | < th | dose independent | rect. | 17 | 2 |
19 | 132.14 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 1 |
22 | 132.27 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
42 | 132.65 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 1 |
67 | 134.30 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 1 |
68 | 134.40 | humidity | 90 | 43200 | > th | dose independent | rect. | 19 | 4 |
80 | 134.58 | radiation | 1 | 14400 | < th | dose dependent | rect. | 17 | 18 |
81 | 134.66 | humidity | 80 | 43200 | > th | dose dependent | rect. | 18 | 1 |
83 | 134.84 | humidity | 90 | 43200 | > th | dose dependent | rect. | 19 | 4 |
93 | 135.25 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 1 |
126 | 136.32 | radiation | 1 | 14400 | < th | dose dependent | sin | 11 | NA |
134 | 136.51 | radiation | 1 | 14400 | < th | dose dependent | rect. | 17 | 2 |
136 | 136.51 | radiation | 1 | 14400 | < th | dose dependent | rect. | 17 | 6 |
145 | 136.60 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 19 |
147 | 136.63 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 1 |
150 | 136.68 | radiation | 1 | 43200 | < th | dose dependent | rect. | 18 | 11 |
163 | 136.81 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 1 |
188 | 137.03 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 16 |
228 | 137.57 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 6 |
243 | 137.72 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 2 |
248 | 137.77 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 19 |
250 | 137.78 | radiation | 1 | 43200 | < th | dose independent | sin | 14 | NA |
253 | 137.86 | radiation | 1 | 43200 | < th | dose independent | rect. | 17 | 17 |
254 | 137.89 | radiation | 1 | 43200 | < th | dose independent | rect. | 16 | 19 |
269 | 138.05 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 5 |
281 | 138.13 | radiation | 40 | 4320 | < th | dose dependent | rect. | 18 | 9 |
282 | 138.13 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 18 |
285 | 138.14 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 14 |
292 | 138.17 | radiation | 1 | 43200 | > th | dose independent | rect. | 16 | 19 |
315 | 138.35 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 21 |
317 | 138.36 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 17 |
337 | 138.42 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 16 | 2 |
342 | 138.43 | radiation | 1 | 14400 | < th | dose dependent | rect. | 8 | 23 |
353 | 138.48 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 6 |
359 | 138.49 | radiation | 1 | 14400 | < th | dose dependent | rect. | 22 | 21 |
375 | 138.51 | radiation | 1 | 14400 | < th | dose dependent | no | NA | NA |
390 | 138.58 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 4 |
396 | 138.63 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 17 | 1 |
415 | 138.73 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 9 |
416 | 138.73 | radiation | 1 | 14400 | < th | dose dependent | rect. | 8 | 15 |
421 | 138.74 | radiation | 1 | 14400 | < th | dose dependent | rect. | 8 | 11 |
451 | 138.89 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 4 |
459 | 138.92 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 19 |
469 | 138.98 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 5 |
471 | 138.98 | radiation | 1 | 14400 | < th | dose dependent | rect. | 8 | 19 |
472 | 138.99 | radiation | 1 | 43200 | > th | dose independent | sin | 13 | NA |
487 | 139.05 | radiation | 1 | 14400 | < th | dose dependent | rect. | 21 | 13 |
513 | 139.14 | humidity | 90 | 43200 | > th | dose independent | rect. | 4 | 8 |
526 | 139.23 | radiation | 1 | 14400 | < th | dose dependent | rect. | 21 | 10 |
535 | 139.28 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 22 |
565 | 139.52 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 18 |
572 | 139.54 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 12 |
604 | 139.78 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 16 |
617 | 139.84 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 22 |
657 | 139.94 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 2 |
676 | 140.05 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 12 |
774 | 140.34 | humidity | 90 | 43200 | > th | dose dependent | rect. | 8 | 1 |
789 | 140.42 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 2 |
802 | 140.53 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 2 |
883 | 140.87 | humidity | 90 | 43200 | < th | dose independent | sin | 20 | NA |
902 | 140.94 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 7 |
949 | 141.11 | radiation | 1 | 14400 | > th | dose dependent | rect. | 18 | 1 |