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Os05g0555100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Protein phosphatase 2A B'kappa subunit.
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
561.27 | 1.11 | 7.08 | -2.39 | 1.67 | 2.77 | 0.989 | 2.59 | -1.29 | 13 | 70.06 | 1166 | 9.47 | -- |
572.46 | 1.11 | 7.1 | -2.64 | 1.72 | 2.93 | 0.381 | -- | -1.34 | 12.9 | 70.35 | 1150 | 9.61 | -- |
564.74 | 1.11 | 7.08 | -2.41 | 1.66 | 2.78 | -- | 2.17 | -1.28 | 13.2 | 70.07 | 1165 | 9.21 | -- |
572.81 | 1.11 | 7.11 | -2.72 | 1.73 | 2.92 | -- | -- | -1.35 | 13.1 | 70.5 | 1148 | 9.34 | -- |
655.3 | 1.19 | 7.13 | -2.16 | -- | 2.51 | -- | 2.62 | -1.41 | -- | 71 | 1493 | 9.35 | -- |
881.7 | 1.39 | 7.06 | -2.41 | 0.846 | -- | 0.315 | -- | -1.15 | 11.8 | -- | -- | -- | -- |
882.07 | 1.39 | 7.06 | -2.4 | 0.845 | -- | -- | -- | -1.15 | 12 | -- | -- | -- | -- |
668.99 | 1.2 | 7.16 | -2.6 | -- | 2.62 | -- | -- | -1.52 | -- | 71.35 | 1491 | 9.94 | -- |
760.29 | 1.28 | 7.05 | -- | 1.68 | 2.77 | -- | -- | -1.08 | 13.1 | 71.02 | 1149 | 9.36 | -- |
927.03 | 1.42 | 7.08 | -2.42 | -- | -- | -- | -- | -1.16 | -- | -- | -- | -- | -- |
1033.46 | 1.5 | 7 | -- | 0.876 | -- | -- | -- | -0.883 | 12.1 | -- | -- | -- | -- |
840.09 | 1.35 | 7.05 | -- | -- | 2.59 | -- | -- | -1.09 | -- | 72 | 1510 | 7.72 | -- |
1081.84 | 1.54 | 7.02 | -- | -- | -- | -- | -- | -0.892 | -- | -- | -- | -- | -- |
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 | 598.07 | temperature | 30 | 14400 | > th | dose dependent | rect. | 14 | 5 |
17 | 598.77 | temperature | 30 | 14400 | > th | dose dependent | sin | 13 | NA |
18 | 599.10 | temperature | 30 | 14400 | > th | dose dependent | rect. | 14 | 2 |
55 | 600.04 | temperature | 30 | 14400 | > th | dose independent | rect. | 14 | 5 |
69 | 600.08 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 17 |
72 | 600.11 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 5 |
73 | 600.14 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 8 |
76 | 600.14 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 15 |
81 | 600.17 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 13 |
102 | 600.71 | temperature | 30 | 14400 | > th | dose independent | sin | 14 | NA |
116 | 600.84 | temperature | 30 | 14400 | < th | dose independent | sin | 14 | NA |
179 | 602.14 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 8 |
208 | 602.26 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 20 |
211 | 602.28 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 8 |
214 | 602.30 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 11 |
217 | 602.30 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 18 |
221 | 602.32 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 16 |
273 | 602.73 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
274 | 602.77 | temperature | 30 | 14400 | < th | dose independent | rect. | 16 | 1 |
286 | 602.85 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 22 |
317 | 603.51 | temperature | 30 | 14400 | > th | dose independent | rect. | 14 | 22 |
377 | 603.99 | temperature | 30 | 14400 | < th | dose independent | rect. | 18 | 23 |
394 | 604.39 | temperature | 30 | 14400 | < th | dose independent | rect. | 2 | 17 |
397 | 604.40 | temperature | 30 | 14400 | < th | dose independent | rect. | 2 | 20 |
400 | 604.41 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 15 |
403 | 604.41 | temperature | 30 | 14400 | < th | dose independent | rect. | 21 | 22 |
404 | 604.42 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 13 |
406 | 604.42 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 18 |
421 | 604.43 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 16 |
428 | 604.43 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 23 |
429 | 604.43 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 23 |
432 | 604.44 | temperature | 30 | 14400 | < th | dose independent | no | NA | NA |
452 | 604.45 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 21 |
492 | 604.55 | temperature | 30 | 14400 | > th | dose independent | rect. | 18 | 23 |
498 | 604.64 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 6 |
509 | 604.71 | temperature | 30 | 14400 | > th | dose independent | no | NA | NA |
607 | 604.77 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 2 |
625 | 604.82 | temperature | 25 | 1440 | > th | dose dependent | sin | 21 | NA |
628 | 604.94 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 13 |
633 | 605.02 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 17 |
684 | 605.43 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 4 |
716 | 605.53 | temperature | 25 | 14400 | > th | dose dependent | rect. | 18 | 2 |
764 | 605.75 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 13 |
766 | 605.76 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 8 |
770 | 605.77 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 12 |
789 | 605.92 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 21 |
797 | 606.03 | humidity | 50 | 720 | > th | dose dependent | rect. | 16 | 7 |
828 | 606.22 | humidity | 80 | 1440 | < th | dose dependent | rect. | 11 | 22 |
839 | 606.29 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
874 | 606.42 | humidity | 50 | 1440 | > th | dose dependent | rect. | 10 | 11 |
894 | 606.48 | humidity | 80 | 1440 | < th | dose dependent | sin | 16 | NA |
916 | 606.60 | humidity | 70 | 1440 | < th | dose independent | sin | 15 | NA |
919 | 606.61 | temperature | 30 | 14400 | > th | dose dependent | no | NA | NA |