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Os02g0780200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Proteinase inhibitor I9, subtilisin propeptide domain containing 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 = temperature,
response mode = > th, dose dependency = dose dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
400.49 | 0.94 | 5.91 | 3.14 | 0.326 | -2.02 | 1.01 | 3.36 | 0.878 | 6.48 | 25.83 | 99 | 23.3 | -- |
402.33 | 0.934 | 5.91 | 3 | 0.431 | -1.66 | 1.14 | -- | 0.939 | 6.94 | 24.24 | 98 | 23.1 | -- |
402.41 | 0.934 | 5.91 | 3.14 | 0.346 | -1.95 | -- | 3.49 | 0.874 | 5.2 | 25.97 | 104 | 23.4 | -- |
404.17 | 0.936 | 5.92 | 2.93 | 0.41 | -1.62 | -- | -- | 0.886 | 5.88 | 24.2 | 115 | 23.2 | -- |
407.41 | 0.94 | 5.92 | 3.16 | -- | -2.03 | -- | 3.27 | 0.875 | -- | 25.71 | 136 | 23.2 | -- |
441.27 | 0.985 | 5.97 | 2.75 | 0.685 | -- | -0.0542 | -- | 0.711 | 2.4 | -- | -- | -- | -- |
441.28 | 0.984 | 5.97 | 2.75 | 0.685 | -- | -- | -- | 0.712 | 2.42 | -- | -- | -- | -- |
410.07 | 0.943 | 5.93 | 2.96 | -- | -1.64 | -- | -- | 0.87 | -- | 24.3 | 125 | 21.9 | -- |
624.6 | 1.16 | 6.02 | -- | 0.532 | -1.28 | -- | -- | 0.489 | 3.49 | 26.24 | 106 | 0.914 | -- |
469.02 | 1.01 | 5.97 | 2.78 | -- | -- | -- | -- | 0.728 | -- | -- | -- | -- | -- |
640.56 | 1.18 | 6.04 | -- | 0.739 | -- | -- | -- | 0.405 | 2.48 | -- | -- | -- | -- |
636.51 | 1.18 | 6.03 | -- | -- | -1.46 | -- | -- | 0.474 | -- | 25.81 | 144 | 23.8 | -- |
672.7 | 1.21 | 6.04 | -- | -- | -- | -- | -- | 0.42 | -- | -- | -- | -- | -- |
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 | 391.44 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
14 | 396.24 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
29 | 398.59 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
38 | 400.26 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 8 | 7 |
41 | 400.36 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
42 | 400.36 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 1 | 15 |
51 | 400.55 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 14 |
55 | 400.64 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 3 | 12 |
62 | 400.92 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 20 | 20 |
75 | 401.36 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 20 | 19 |
87 | 401.66 | temperature | 25.0 | 90 | > th | dose dependent | sin | 5 | NA |
90 | 401.71 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 8 | 8 |
120 | 402.29 | temperature | 25.0 | 10 | > th | dose dependent | sin | 3 | NA |
171 | 403.32 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 21 |
173 | 403.34 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 24 | 23 |
240 | 404.53 | temperature | 10.0 | 10 | > th | dose dependent | sin | 2 | NA |
242 | 404.57 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 19 |
269 | 404.90 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 14 |
298 | 405.33 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 9 | 2 |
309 | 405.46 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 24 | 8 |
327 | 405.81 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 12 |
335 | 405.89 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 8 |
341 | 406.00 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 21 |
348 | 406.06 | temperature | 30.0 | 30 | < th | dose dependent | sin | 2 | NA |
363 | 406.19 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 8 |
375 | 406.27 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 24 | 19 |
376 | 406.28 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 10 |
388 | 406.43 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
390 | 406.45 | wind | 5.0 | 270 | < th | dose independent | rect. | 6 | 8 |
395 | 406.49 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 23 | 16 |
404 | 406.58 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 18 | 12 |
405 | 406.60 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 18 |
432 | 406.89 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 14 |
440 | 406.94 | radiation | 10.0 | 270 | < th | dose independent | rect. | 24 | 19 |
463 | 407.15 | radiation | 10.0 | 270 | > th | dose independent | rect. | 17 | 21 |
472 | 407.23 | radiation | 10.0 | 270 | > th | dose independent | rect. | 6 | 8 |
485 | 407.23 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 19 | 5 |
489 | 407.26 | temperature | 25.0 | 270 | > th | dose independent | sin | 13 | NA |
492 | 407.28 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
497 | 407.35 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 14 | 9 |
505 | 407.43 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 24 | 15 |
510 | 407.46 | wind | 9.0 | 270 | < th | dose dependent | rect. | 8 | 16 |
518 | 407.52 | temperature | 25.0 | 270 | < th | dose independent | rect. | 24 | 16 |
556 | 407.85 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 24 | 17 |
558 | 407.88 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 14 | 15 |
563 | 407.92 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 15 | 18 |
568 | 407.96 | temperature | 25.0 | 270 | > th | dose independent | rect. | 5 | 9 |
601 | 408.13 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 8 |
645 | 408.41 | temperature | 20.0 | 30 | > th | dose dependent | sin | 12 | NA |
708 | 408.85 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 24 | 9 |
715 | 408.90 | radiation | 10.0 | 270 | < th | dose independent | rect. | 24 | 15 |
719 | 408.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 18 |
730 | 408.98 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 1 |
738 | 409.05 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 15 | 19 |
739 | 409.05 | wind | 9.0 | 270 | < th | dose dependent | rect. | 19 | 5 |
748 | 409.10 | temperature | 15.0 | 270 | > th | dose independent | rect. | 24 | 19 |
765 | 409.19 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 24 | 9 |
786 | 409.25 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 20 | 7 |
797 | 409.31 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 24 | 16 |
808 | 409.37 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 18 |
812 | 409.39 | temperature | 20.0 | 270 | > th | dose independent | rect. | 19 | 4 |
813 | 409.40 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 13 | 6 |
830 | 409.51 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 19 |
834 | 409.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 5 |
836 | 409.52 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 5 |
837 | 409.52 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 5 |
838 | 409.52 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 5 |
839 | 409.52 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 5 |
846 | 409.52 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 5 |
858 | 409.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 5 |
859 | 409.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 5 |
867 | 409.60 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 5 |
875 | 409.65 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 15 |
879 | 409.69 | wind | 9.0 | 90 | < th | dose dependent | rect. | 19 | 8 |
883 | 409.71 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 14 | 9 |
916 | 409.81 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 19 |
922 | 409.81 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 19 |
925 | 409.82 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 15 |
986 | 410.08 | temperature | 25.0 | 10 | < th | dose independent | rect. | 3 | 7 |
999 | 410.12 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 17 |
1000 | 410.12 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 2 | 17 |