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Os01g0909600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Retrotransposon gag protein 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
240.73 | 0.729 | 6.95 | 0.741 | 1.75 | 1.87 | -0.778 | 2.02 | 0.171 | 2.04 | 18.84 | 256 | 19.1 | 15.7 |
246.45 | 0.731 | 6.98 | 0.627 | 1.72 | 1.98 | -0.57 | -- | 0.151 | 1.87 | 18.65 | 255 | 19.2 | 15.6 |
242.86 | 0.726 | 6.95 | 0.75 | 1.77 | 1.87 | -- | 1.94 | 0.168 | 2.02 | 18.99 | 254 | 19.2 | 15.6 |
246.76 | 0.732 | 6.97 | 0.455 | 1.74 | 1.93 | -- | -- | 0.0958 | 1.96 | 19.1 | 255 | 19.4 | 15.4 |
283.39 | 0.784 | 6.89 | 0.91 | -- | 3 | -- | 2.67 | 0.216 | -- | 14.49 | 327 | 18.1 | 15 |
324.65 | 0.845 | 6.89 | 0.777 | 2.3 | -- | -0.513 | -- | 0.417 | 3.3 | -- | -- | -- | -- |
325.48 | 0.845 | 6.89 | 0.787 | 2.3 | -- | -- | -- | 0.42 | 3.32 | -- | -- | -- | -- |
269 | 0.764 | 6.96 | 0.537 | -- | 3.13 | -- | -- | 0.107 | -- | 11.16 | 341 | 17.9 | 14.9 |
251.75 | 0.739 | 6.99 | -- | 1.74 | 2.02 | -- | -- | 0.0541 | 1.84 | 18.95 | 254 | 19.4 | 15.3 |
623.94 | 1.17 | 6.89 | 0.885 | -- | -- | -- | -- | 0.481 | -- | -- | -- | -- | -- |
341.81 | 0.865 | 6.91 | -- | 2.31 | -- | -- | -- | 0.332 | 3.32 | -- | -- | -- | -- |
273.88 | 0.771 | 6.98 | -- | -- | 3.12 | -- | -- | 0.0486 | -- | 11.75 | 339 | 17.8 | 14.9 |
644.58 | 1.19 | 6.91 | -- | -- | -- | -- | -- | 0.382 | -- | -- | -- | -- | -- |
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 | 243.61 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 19 | 16 |
3 | 244.81 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 6 |
5 | 245.74 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 3 |
9 | 247.03 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 4 |
28 | 251.86 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
29 | 251.92 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
35 | 253.36 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
40 | 253.88 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 6 |
45 | 254.69 | wind | 1.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
50 | 255.13 | wind | 1.0 | 14400 | > th | dose independent | rect. | 3 | 4 |
54 | 255.51 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
65 | 256.66 | temperature | 20.0 | 90 | > th | dose dependent | sin | 7 | NA |
90 | 258.15 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
103 | 259.02 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 3 | 8 |
120 | 259.92 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 15 |
122 | 259.97 | wind | 1.0 | 14400 | < th | dose independent | rect. | 5 | 2 |
126 | 260.15 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 12 |
170 | 261.48 | wind | 1.0 | 43200 | < th | dose dependent | sin | 8 | NA |
173 | 261.57 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
174 | 261.57 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
181 | 261.78 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
182 | 261.78 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
221 | 262.56 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
226 | 262.67 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
228 | 262.70 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 3 | 1 |
258 | 263.17 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
263 | 263.21 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 6 | 2 |
264 | 263.22 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 16 |
272 | 263.32 | wind | 3.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
297 | 263.67 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 10 |
322 | 264.05 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
334 | 264.22 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 6 | 2 |
342 | 264.36 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
345 | 264.38 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 10 |
346 | 264.38 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 5 | 14 |
350 | 264.41 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 20 | 14 |
361 | 264.56 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 20 | 14 |
385 | 264.86 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
421 | 265.25 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
436 | 265.47 | wind | 1.0 | 43200 | < th | dose independent | sin | 9 | NA |
451 | 265.61 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
466 | 265.66 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 5 | 6 |
472 | 265.70 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 16 |
481 | 265.79 | temperature | 30.0 | 90 | < th | dose dependent | sin | 6 | NA |
507 | 266.07 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 12 |
545 | 266.36 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 12 |
546 | 266.36 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 12 |
548 | 266.38 | temperature | 20.0 | 14400 | < th | dose dependent | sin | 1 | NA |
558 | 266.51 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 6 | 22 |
564 | 266.59 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 2 | 21 |
567 | 266.61 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 6 | 22 |
568 | 266.61 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
578 | 266.65 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 2 | 21 |
579 | 266.67 | wind | 1.0 | 43200 | > th | dose independent | sin | 9 | NA |
601 | 266.86 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 6 | 18 |
609 | 266.93 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 13 |
647 | 267.18 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 4 |
670 | 267.34 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
674 | 267.38 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
675 | 267.38 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 16 |
682 | 267.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 12 |
700 | 267.53 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 19 | 17 |
719 | 267.62 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 6 | 18 |
727 | 267.68 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 8 |
827 | 268.03 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 19 | 9 |
832 | 268.03 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 14 |
839 | 268.06 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 2 | 8 |
862 | 268.13 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 2 | 8 |
873 | 268.17 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 2 | 6 |
879 | 268.19 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 1 | 17 |
917 | 268.30 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 13 |
947 | 268.36 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 2 | 6 |
966 | 268.40 | temperature | 25.0 | 270 | < th | dose independent | rect. | 22 | 15 |
971 | 268.41 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 11 | 23 |
980 | 268.43 | temperature | 20.0 | 4320 | > th | dose independent | no | NA | NA |