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Os05g0563600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Beta-Ig-H3/fasciclin 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1170.46 | 1.61 | 10.1 | -5.19 | 0.817 | 6.69 | -1.58 | 15.5 | -0.0373 | 15.7 | 20 | 3292 | 15.9 | 15.9 |
1382.5 | 1.73 | 9.96 | -5.28 | 0.413 | 5.89 | -1.99 | -- | 0.0563 | 15.6 | 20 | 3100 | 15.8 | 16 |
1169.14 | 1.59 | 10.1 | -5.16 | 0.824 | 7.31 | -- | 16.4 | 0.0214 | 15.6 | 21.04 | 3231 | 15.9 | 16 |
1378.58 | 1.73 | 9.96 | -5.24 | 0.514 | 5.64 | -- | -- | 0.0313 | 15.8 | 20.01 | 3100 | 15.8 | 16 |
1204.59 | 1.62 | 10.1 | -5.03 | -- | 7.52 | -- | 16.5 | 0.034 | -- | 21.26 | 3279 | 15.9 | 16 |
1929.25 | 2.06 | 10.1 | -6.77 | 0.541 | -- | -2.71 | -- | -0.891 | 16.6 | -- | -- | -- | -- |
1948.8 | 2.07 | 10.1 | -6.79 | 0.523 | -- | -- | -- | -0.905 | 16.7 | -- | -- | -- | -- |
1398.58 | 1.74 | 9.96 | -5.3 | -- | 5.7 | -- | -- | 0.00955 | -- | 20 | 3102 | 15.8 | 16 |
1841.44 | 2 | 9.82 | -- | 1 | 6.58 | -- | -- | 0.671 | 15 | 19.53 | 3968 | 15.7 | 16.1 |
1963.35 | 2.07 | 10.1 | -6.81 | -- | -- | -- | -- | -0.919 | -- | -- | -- | -- | -- |
3163.22 | 2.63 | 9.9 | -- | 0.65 | -- | -- | -- | -0.149 | 16.4 | -- | -- | -- | -- |
1854.25 | 2.01 | 9.52 | -- | -- | 7.41 | -- | -- | 1.3 | -- | 20.89 | 3971 | 15.7 | 16.1 |
3185.96 | 2.63 | 9.89 | -- | -- | -- | -- | -- | -0.164 | -- | -- | -- | -- | -- |
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 | 1226.17 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 13 |
2 | 1227.59 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 2 |
3 | 1227.88 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 1 |
4 | 1229.47 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
14 | 1231.50 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 12 |
15 | 1237.24 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 8 |
18 | 1237.77 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 6 |
25 | 1244.55 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 15 |
36 | 1255.37 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 15 |
41 | 1260.82 | radiation | 20 | 4320 | > th | dose dependent | rect. | 16 | 16 |
47 | 1275.77 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 12 |
50 | 1277.29 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 12 |
51 | 1277.87 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 12 |
52 | 1277.90 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 5 |
56 | 1278.46 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 5 |
57 | 1278.60 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 2 |
74 | 1279.20 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 1 |
77 | 1279.51 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 1 |
93 | 1280.26 | humidity | 70 | 1440 | < th | dose independent | sin | 14 | NA |
113 | 1285.00 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 17 |
117 | 1286.00 | temperature | 30 | 1440 | > th | dose dependent | sin | 17 | NA |
119 | 1286.14 | temperature | 30 | 1440 | > th | dose dependent | rect. | 12 | 7 |
172 | 1287.87 | radiation | 1 | 1440 | > th | dose dependent | rect. | 4 | 2 |
210 | 1289.21 | radiation | 30 | 1440 | > th | dose independent | rect. | 15 | 17 |
229 | 1290.04 | humidity | 80 | 1440 | < th | dose dependent | sin | 14 | NA |
232 | 1290.28 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
325 | 1290.70 | humidity | 70 | 1440 | < th | dose independent | rect. | 15 | 16 |
327 | 1290.83 | humidity | 70 | 1440 | < th | dose independent | rect. | 15 | 5 |
339 | 1291.00 | temperature | 30 | 1440 | > th | dose dependent | rect. | 15 | 23 |
340 | 1291.02 | humidity | 70 | 1440 | > th | dose independent | sin | 14 | NA |
341 | 1291.06 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 23 |
345 | 1291.40 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 3 |
402 | 1293.10 | temperature | 30 | 14400 | > th | dose dependent | rect. | 17 | 1 |
404 | 1293.14 | temperature | 30 | 1440 | < th | dose independent | rect. | 17 | 20 |
406 | 1293.35 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 17 |
414 | 1294.02 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 13 |
418 | 1294.13 | humidity | 70 | 14400 | < th | dose dependent | rect. | 18 | 1 |
438 | 1294.45 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 9 |
439 | 1294.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 5 |
443 | 1294.53 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 15 |
458 | 1295.56 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 1 |
470 | 1296.32 | temperature | 30 | 1440 | > th | dose independent | sin | 13 | NA |
471 | 1296.61 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 18 |
476 | 1296.66 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 22 |
478 | 1296.72 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 16 |
483 | 1296.78 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 12 |
501 | 1296.82 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
518 | 1297.09 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 20 |
543 | 1297.76 | temperature | 30 | 1440 | < th | dose independent | sin | 12 | NA |
575 | 1299.34 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
655 | 1301.55 | humidity | 60 | 14400 | < th | dose dependent | rect. | 16 | 2 |
660 | 1301.82 | humidity | 50 | 1440 | > th | dose dependent | rect. | 6 | 19 |
664 | 1302.05 | humidity | 50 | 1440 | > th | dose dependent | rect. | 6 | 17 |
674 | 1302.37 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 21 |
681 | 1302.48 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 19 |
689 | 1302.52 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 23 |
696 | 1302.54 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 15 |
701 | 1302.55 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 23 |
702 | 1302.56 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
706 | 1302.56 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 23 |
710 | 1302.58 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 19 |
841 | 1303.87 | radiation | 40 | 1440 | > th | dose dependent | sin | 13 | NA |
845 | 1304.16 | radiation | 10 | 1440 | < th | dose dependent | rect. | 22 | 8 |
848 | 1304.37 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 12 |
853 | 1304.55 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 10 |
857 | 1304.73 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 16 |
870 | 1305.04 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 6 |
872 | 1305.10 | humidity | 70 | 1440 | > th | dose independent | rect. | 15 | 8 |
876 | 1305.29 | radiation | 10 | 1440 | < th | dose dependent | rect. | 2 | 4 |
904 | 1305.96 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |