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Os06g0160100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Histone H3.1 (Major histone H3).
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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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
282.27 | 0.789 | 5.61 | -2.15 | 0.695 | 2.56 | -0.646 | -6.17 | -0.322 | 5.07 | 21.57 | 1310 | -- | -- |
307.46 | 0.817 | 5.4 | -0.401 | 0.69 | 2.29 | -0.859 | -- | 0.152 | 5 | 19.6 | 1304 | -- | -- |
282.86 | 0.783 | 5.62 | -2.24 | 0.699 | 2.52 | -- | -6.51 | -0.324 | 4.65 | 21.99 | 1335 | -- | -- |
309.22 | 0.819 | 5.4 | -0.398 | 0.692 | 2.28 | -- | -- | 0.155 | 4.68 | 19.5 | 1318 | -- | -- |
307.18 | 0.816 | 5.63 | -2.25 | -- | 2.7 | -- | -6.66 | -0.341 | -- | 21.98 | 1283 | -- | -- |
455.09 | 1 | 5.28 | 0.415 | 0.913 | -- | -0.422 | -- | 0.671 | 4.07 | -- | -- | -- | -- |
455.56 | 1 | 5.28 | 0.42 | 0.909 | -- | -- | -- | 0.674 | 3.98 | -- | -- | -- | -- |
333.38 | 0.85 | 5.41 | -0.4 | -- | 2.4 | -- | -- | 0.153 | -- | 19.6 | 1265 | -- | -- |
312.77 | 0.824 | 5.38 | -- | 0.7 | 2.15 | -- | -- | 0.226 | 4.71 | 19.81 | 1306 | -- | -- |
500.73 | 1.05 | 5.29 | 0.457 | -- | -- | -- | -- | 0.698 | -- | -- | -- | -- | -- |
460.21 | 1 | 5.29 | -- | 0.917 | -- | -- | -- | 0.627 | 3.97 | -- | -- | -- | -- |
337.06 | 0.855 | 5.39 | -- | -- | 2.26 | -- | -- | 0.221 | -- | 19.88 | 1263 | -- | -- |
506.25 | 1.05 | 5.3 | -- | -- | -- | -- | -- | 0.647 | -- | -- | -- | -- | -- |
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 | 274.66 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 13 |
5 | 275.45 | temperature | 20 | 1440 | > th | dose dependent | rect. | 4 | 3 |
21 | 277.09 | temperature | 20 | 1440 | > th | dose dependent | sin | 12 | NA |
68 | 280.20 | temperature | 20 | 1440 | > th | dose dependent | rect. | 19 | 4 |
72 | 280.33 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 12 |
83 | 280.92 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 18 |
95 | 281.36 | humidity | 90 | 43200 | > th | dose independent | rect. | 10 | 17 |
97 | 281.41 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 14 |
115 | 281.91 | humidity | 90 | 43200 | > th | dose dependent | sin | 17 | NA |
116 | 281.95 | humidity | 90 | 43200 | < th | dose independent | rect. | 11 | 16 |
122 | 282.06 | humidity | 90 | 43200 | > th | dose independent | sin | 17 | NA |
135 | 282.42 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 14 |
151 | 282.80 | humidity | 90 | 43200 | > th | dose independent | rect. | 13 | 12 |
164 | 283.18 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 4 |
184 | 283.72 | humidity | 90 | 43200 | < th | dose independent | sin | 16 | NA |
196 | 284.05 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 4 |
203 | 284.29 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 3 |
234 | 284.87 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
237 | 284.96 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 1 |
322 | 286.65 | temperature | 25 | 4320 | < th | dose independent | rect. | 5 | 6 |
330 | 286.84 | temperature | 25 | 4320 | > th | dose independent | rect. | 5 | 6 |
342 | 287.01 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 3 |
344 | 287.06 | radiation | 20 | 43200 | < th | dose independent | rect. | 6 | 2 |
349 | 287.09 | radiation | 20 | 43200 | < th | dose independent | rect. | 19 | 13 |
355 | 287.13 | radiation | 20 | 43200 | < th | dose independent | rect. | 24 | 8 |
401 | 287.76 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 6 |
408 | 287.87 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 1 |
430 | 288.14 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 1 |
443 | 288.36 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 23 |
456 | 288.52 | humidity | 90 | 43200 | > th | dose dependent | rect. | 2 | 23 |
460 | 288.55 | humidity | 90 | 43200 | > th | dose dependent | no | NA | NA |
468 | 288.62 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 23 |
470 | 288.63 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 23 |
471 | 288.64 | humidity | 80 | 43200 | > th | dose dependent | rect. | 13 | 2 |
474 | 288.64 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 23 |
493 | 288.84 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
500 | 288.90 | temperature | 25 | 4320 | < th | dose independent | rect. | 9 | 1 |
504 | 288.93 | temperature | 25 | 4320 | > th | dose independent | rect. | 9 | 2 |
517 | 289.05 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 10 |
522 | 289.09 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 3 |
524 | 289.10 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 1 |
536 | 289.22 | humidity | 90 | 43200 | > th | dose independent | rect. | 23 | 23 |
543 | 289.27 | humidity | 90 | 43200 | > th | dose independent | rect. | 16 | 23 |
552 | 289.33 | temperature | 20 | 1440 | > th | dose dependent | no | NA | NA |
582 | 289.55 | humidity | 90 | 43200 | > th | dose independent | rect. | 1 | 23 |
584 | 289.56 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 22 |
607 | 289.78 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 1 |
608 | 289.79 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 23 |
610 | 289.80 | humidity | 90 | 43200 | < th | dose independent | rect. | 23 | 23 |
625 | 289.89 | humidity | 90 | 43200 | < th | dose independent | no | NA | NA |
643 | 290.01 | humidity | 90 | 43200 | < th | dose independent | rect. | 14 | 23 |
649 | 290.04 | humidity | 90 | 43200 | < th | dose independent | rect. | 16 | 23 |
650 | 290.04 | temperature | 20 | 1440 | > th | dose dependent | rect. | 24 | 23 |
677 | 290.24 | wind | 5 | 43200 | > th | dose dependent | rect. | 10 | 7 |
695 | 290.36 | temperature | 20 | 1440 | > th | dose dependent | rect. | 4 | 23 |
733 | 290.58 | temperature | 25 | 43200 | > th | dose independent | rect. | 8 | 2 |
737 | 290.59 | temperature | 25 | 14400 | > th | dose dependent | rect. | 11 | 1 |
789 | 290.92 | humidity | 90 | 43200 | < th | dose independent | rect. | 2 | 23 |
827 | 291.10 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 1 |
840 | 291.17 | temperature | 25 | 1440 | > th | dose dependent | sin | 19 | NA |
844 | 291.21 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |
845 | 291.21 | temperature | 25 | 1440 | < th | dose independent | rect. | 16 | 7 |
848 | 291.24 | temperature | 25 | 43200 | < th | dose independent | rect. | 8 | 2 |
893 | 291.51 | temperature | 20 | 43200 | > th | dose dependent | rect. | 6 | 1 |
912 | 291.63 | temperature | 25 | 4320 | > th | dose dependent | rect. | 9 | 4 |
947 | 291.78 | temperature | 25 | 4320 | > th | dose dependent | rect. | 4 | 9 |
951 | 291.79 | temperature | 25 | 1440 | > th | dose dependent | rect. | 2 | 19 |
975 | 291.90 | temperature | 25 | 4320 | > th | dose dependent | rect. | 7 | 6 |