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Os06g0118000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Peptidase A1, pepsin family 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
367.73 | 0.901 | 3.15 | 0.19 | 0.593 | 0.445 | 1.62 | 1.4 | -0.375 | 2.99 | 89.97 | 30 | -- | -- |
372.77 | 0.899 | 3.13 | 0.0295 | 0.566 | 0.492 | 0.793 | -- | -0.417 | 3.25 | 90 | 6 | -- | -- |
373.73 | 0.9 | 3.14 | 0.0936 | 0.531 | 0.401 | -- | 0.759 | -0.379 | 2.85 | 89 | 29 | -- | -- |
374.19 | 0.901 | 3.14 | 0.0444 | 0.563 | 0.48 | -- | -- | -0.416 | 2.85 | 90.02 | 6 | -- | -- |
385.06 | 0.914 | 3.12 | 0.124 | -- | 0.14 | -- | 0.88 | -0.302 | -- | 89.59 | 40 | -- | -- |
386.05 | 0.921 | 3.11 | -0.0308 | 0.202 | -- | 0.634 | -- | -0.295 | 4.47 | -- | -- | -- | -- |
386.57 | 0.921 | 3.11 | -0.037 | 0.221 | -- | -- | -- | -0.299 | 2.74 | -- | -- | -- | -- |
386.05 | 0.915 | 3.12 | 0.0106 | -- | 0.201 | -- | -- | -0.339 | -- | 90.9 | 9 | -- | -- |
374.24 | 0.901 | 3.14 | -- | 0.561 | 0.476 | -- | -- | -0.42 | 2.85 | 90.16 | 6 | -- | -- |
389.41 | 0.922 | 3.11 | -0.0276 | -- | -- | -- | -- | -0.293 | -- | -- | -- | -- | -- |
386.61 | 0.92 | 3.11 | -- | 0.22 | -- | -- | -- | -0.295 | 2.73 | -- | -- | -- | -- |
386.04 | 0.915 | 3.12 | -- | -- | 0.201 | -- | -- | -0.34 | -- | 90.79 | 8 | -- | -- |
389.43 | 0.921 | 3.11 | -- | -- | -- | -- | -- | -0.29 | -- | -- | -- | -- | -- |
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 | 357.39 | wind | 5 | 90 | > th | dose independent | rect. | 6 | 1 |
2 | 357.39 | wind | 5 | 90 | > th | dose dependent | rect. | 6 | 1 |
8 | 360.80 | humidity | 90 | 30 | < th | dose independent | rect. | 21 | 12 |
9 | 360.93 | humidity | 80 | 90 | < th | dose independent | rect. | 5 | 2 |
10 | 361.04 | wind | 3 | 10 | > th | dose independent | rect. | 5 | 3 |
13 | 361.23 | humidity | 90 | 30 | < th | dose independent | rect. | 12 | 21 |
26 | 362.22 | humidity | 80 | 90 | < th | dose dependent | rect. | 5 | 2 |
34 | 363.06 | humidity | 90 | 30 | < th | dose independent | rect. | 23 | 10 |
35 | 363.08 | humidity | 90 | 30 | < th | dose independent | rect. | 18 | 15 |
41 | 363.29 | wind | 5 | 10 | > th | dose independent | rect. | 7 | 1 |
67 | 364.38 | humidity | 90 | 30 | < th | dose independent | sin | 11 | NA |
70 | 364.42 | humidity | 90 | 30 | < th | dose independent | rect. | 5 | 22 |
74 | 364.63 | humidity | 80 | 10 | < th | dose independent | rect. | 5 | 3 |
81 | 364.76 | radiation | 20 | 90 | > th | dose independent | rect. | 6 | 1 |
95 | 364.76 | radiation | 20 | 90 | > th | dose dependent | rect. | 6 | 1 |
138 | 365.77 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 23 |
148 | 366.06 | humidity | 80 | 10 | < th | dose independent | rect. | 5 | 1 |
153 | 366.06 | humidity | 80 | 10 | < th | dose dependent | rect. | 5 | 1 |
158 | 366.07 | humidity | 90 | 30 | < th | dose independent | rect. | 12 | 15 |
172 | 366.28 | humidity | 90 | 30 | > th | dose independent | sin | 11 | NA |
179 | 366.45 | atmosphere | 1000 | 30 | < th | dose independent | rect. | 1 | 9 |
206 | 366.90 | humidity | 90 | 90 | < th | dose dependent | rect. | 21 | 11 |
233 | 367.39 | humidity | 90 | 30 | > th | dose independent | rect. | 18 | 14 |
242 | 367.50 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 7 | 3 |
249 | 367.59 | humidity | 90 | 30 | < th | dose independent | rect. | 21 | 23 |
250 | 367.60 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 6 | 5 |
253 | 367.61 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 8 | 2 |
254 | 367.61 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 5 | 5 |
258 | 367.63 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 6 | 1 |
265 | 367.65 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 8 | 1 |
282 | 367.74 | humidity | 90 | 30 | < th | dose independent | no | NA | NA |
286 | 367.77 | humidity | 80 | 30 | > th | dose dependent | rect. | 5 | 23 |
295 | 367.84 | humidity | 90 | 30 | > th | dose independent | rect. | 15 | 17 |
341 | 368.06 | humidity | 80 | 90 | > th | dose dependent | sin | 12 | NA |
347 | 368.17 | humidity | 90 | 30 | > th | dose independent | rect. | 18 | 22 |
349 | 368.17 | humidity | 90 | 30 | < th | dose independent | rect. | 23 | 23 |
350 | 368.17 | atmosphere | 1000 | 1440 | < th | dose dependent | rect. | 10 | 1 |
353 | 368.18 | humidity | 90 | 30 | < th | dose independent | rect. | 18 | 21 |
383 | 368.33 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 20 | 8 |
388 | 368.38 | humidity | 90 | 30 | < th | dose independent | rect. | 16 | 23 |
401 | 368.47 | humidity | 80 | 30 | > th | dose dependent | rect. | 17 | 17 |
404 | 368.49 | humidity | 90 | 30 | < th | dose independent | rect. | 18 | 23 |
440 | 368.61 | humidity | 90 | 30 | > th | dose independent | rect. | 21 | 23 |
443 | 368.64 | humidity | 90 | 30 | > th | dose independent | rect. | 23 | 23 |
444 | 368.65 | humidity | 90 | 30 | > th | dose independent | no | NA | NA |
456 | 368.67 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 9 | 1 |
458 | 368.68 | humidity | 90 | 30 | > th | dose independent | rect. | 7 | 23 |
462 | 368.70 | humidity | 90 | 30 | < th | dose independent | rect. | 21 | 6 |
467 | 368.70 | humidity | 80 | 30 | > th | dose dependent | rect. | 17 | 15 |
488 | 368.77 | humidity | 90 | 30 | < th | dose independent | rect. | 7 | 23 |
517 | 368.86 | humidity | 80 | 90 | > th | dose dependent | rect. | 7 | 23 |
524 | 368.90 | humidity | 90 | 30 | > th | dose independent | rect. | 1 | 23 |
574 | 369.07 | atmosphere | 1000 | 30 | < th | dose dependent | rect. | 6 | 5 |
576 | 369.09 | humidity | 90 | 30 | < th | dose independent | rect. | 18 | 9 |
599 | 369.14 | humidity | 90 | 30 | < th | dose independent | rect. | 1 | 23 |
601 | 369.15 | atmosphere | 1000 | 270 | < th | dose dependent | rect. | 6 | 1 |
641 | 369.24 | humidity | 90 | 30 | < th | dose independent | rect. | 21 | 18 |
739 | 369.45 | humidity | 80 | 90 | > th | dose dependent | rect. | 9 | 23 |
766 | 369.52 | temperature | 20 | 270 | < th | dose dependent | rect. | 4 | 1 |
805 | 369.61 | humidity | 80 | 30 | > th | dose dependent | rect. | 1 | 23 |
823 | 369.68 | wind | 9 | 30 | > th | dose dependent | rect. | 11 | 1 |
837 | 369.71 | humidity | 80 | 30 | > th | dose dependent | rect. | 19 | 23 |
844 | 369.73 | humidity | 80 | 30 | > th | dose dependent | rect. | 11 | 23 |
846 | 369.74 | humidity | 80 | 30 | > th | dose dependent | no | NA | NA |
877 | 369.86 | humidity | 80 | 30 | > th | dose dependent | rect. | 23 | 23 |
921 | 369.96 | humidity | 80 | 30 | > th | dose dependent | rect. | 21 | 23 |
965 | 370.04 | humidity | 90 | 30 | < th | dose independent | rect. | 23 | 7 |