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Os08g0539100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, DHHC-type 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
126.89 | 0.529 | 6.28 | -2.7 | 1.49 | -0.979 | 0.397 | 1.32 | -0.572 | 20.5 | 8.112 | 134 | -- | -- |
132.2 | 0.536 | 6.26 | -2.62 | 1.58 | -1.33 | 1.1 | -- | -0.528 | 21.6 | 9.709 | 173 | -- | -- |
127.18 | 0.525 | 6.28 | -2.71 | 1.49 | -0.99 | -- | 1.5 | -0.573 | 20.5 | 7.83 | 136 | -- | -- |
139.02 | 0.549 | 6.28 | -2.72 | 1.39 | -0.979 | -- | -- | -0.568 | 20.6 | 9.941 | 167 | -- | -- |
146.89 | 0.564 | 6.21 | -2.84 | -- | -1.6 | -- | 1.51 | -0.542 | -- | 1.342 | 651 | -- | -- |
149.69 | 0.574 | 6.26 | -2.71 | 1.46 | -- | -0.175 | -- | -0.533 | 17.5 | -- | -- | -- | -- |
149.75 | 0.573 | 6.26 | -2.71 | 1.46 | -- | -- | -- | -0.533 | 17.5 | -- | -- | -- | -- |
144.93 | 0.561 | 6.25 | -2.89 | -- | -1.73 | -- | -- | -0.604 | -- | 0.26 | 687 | -- | -- |
334.59 | 0.852 | 6.22 | -- | 1.42 | -0.975 | -- | -- | -0.293 | 20.4 | 10 | 159 | -- | -- |
260.27 | 0.754 | 6.24 | -2.76 | -- | -- | -- | -- | -0.569 | -- | -- | -- | -- | -- |
343.9 | 0.867 | 6.19 | -- | 1.5 | -- | -- | -- | -0.231 | 17.5 | -- | -- | -- | -- |
344.34 | 0.864 | 6.19 | -- | -- | -1.8 | -- | -- | -0.313 | -- | 10 | 667 | -- | -- |
461.47 | 1 | 6.17 | -- | -- | -- | -- | -- | -0.262 | -- | -- | -- | -- | -- |
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 | 120.08 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 9 | 16 |
2 | 120.19 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 13 | 17 |
18 | 122.14 | radiation | 10.0 | 270 | < th | dose independent | rect. | 13 | 17 |
31 | 122.60 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 8 |
106 | 125.55 | radiation | 1.0 | 90 | > th | dose independent | sin | 23 | NA |
118 | 125.83 | wind | 5.0 | 270 | < th | dose independent | rect. | 20 | 8 |
178 | 126.84 | radiation | 10.0 | 720 | < th | dose dependent | sin | 17 | NA |
191 | 127.00 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 16 |
206 | 127.23 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 16 | 14 |
214 | 127.37 | wind | 3.0 | 270 | < th | dose independent | rect. | 3 | 6 |
223 | 127.46 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 4 | 7 |
236 | 127.61 | temperature | 10.0 | 10 | > th | dose dependent | sin | 17 | NA |
243 | 127.66 | temperature | 25.0 | 720 | < th | dose independent | rect. | 18 | 15 |
244 | 127.66 | humidity | 70.0 | 270 | > th | dose independent | rect. | 13 | 17 |
250 | 127.75 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 13 | 7 |
259 | 127.82 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
260 | 127.82 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
262 | 127.83 | wind | 3.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
264 | 127.83 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 13 | 4 |
271 | 127.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 16 |
272 | 127.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 16 |
273 | 127.88 | wind | 3.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
277 | 127.89 | wind | 5.0 | 270 | < th | dose dependent | rect. | 3 | 6 |
284 | 127.93 | temperature | 15.0 | 270 | > th | dose independent | rect. | 4 | 16 |
292 | 127.98 | wind | 3.0 | 14400 | > th | dose independent | rect. | 2 | 6 |
296 | 127.99 | radiation | 1.0 | 10 | < th | dose independent | sin | 6 | NA |
302 | 128.00 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 11 |
309 | 128.03 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 11 | 11 |
310 | 128.04 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 22 |
345 | 128.16 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 16 |
351 | 128.20 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 14 |
356 | 128.21 | temperature | 25.0 | 720 | < th | dose independent | sin | 11 | NA |
367 | 128.25 | radiation | 1.0 | 90 | > th | dose independent | rect. | 8 | 11 |
377 | 128.26 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 22 | 7 |
379 | 128.26 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 20 | 8 |
385 | 128.27 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 8 |
386 | 128.27 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 8 |
387 | 128.27 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 8 |
390 | 128.27 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 8 |
391 | 128.27 | radiation | 1.0 | 270 | < th | dose independent | rect. | 20 | 8 |
398 | 128.27 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 16 |
408 | 128.29 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 13 | 9 |
418 | 128.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 7 |
419 | 128.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 7 |
422 | 128.33 | radiation | 1.0 | 10 | > th | dose independent | sin | 6 | NA |
425 | 128.33 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 6 | 3 |
432 | 128.34 | wind | 3.0 | 14400 | < th | dose dependent | sin | 5 | NA |
439 | 128.36 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 20 | 8 |
440 | 128.36 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 18 | 16 |
446 | 128.37 | radiation | 1.0 | 90 | > th | dose independent | rect. | 6 | 13 |
463 | 128.41 | wind | 3.0 | 14400 | < th | dose independent | sin | 6 | NA |
467 | 128.41 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 22 | 23 |
484 | 128.46 | wind | 3.0 | 14400 | > th | dose independent | rect. | 23 | 9 |
488 | 128.47 | wind | 3.0 | 14400 | < th | dose independent | rect. | 23 | 15 |
494 | 128.48 | wind | 3.0 | 14400 | < th | dose independent | rect. | 23 | 9 |
521 | 128.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 8 |
523 | 128.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 8 |
557 | 128.64 | wind | 3.0 | 14400 | > th | dose independent | sin | 6 | NA |
568 | 128.67 | wind | 1.0 | 270 | > th | dose independent | rect. | 20 | 8 |
584 | 128.71 | wind | 3.0 | 14400 | > th | dose independent | rect. | 23 | 15 |
590 | 128.71 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 1 | 23 |
597 | 128.73 | radiation | 10.0 | 720 | > th | dose independent | rect. | 11 | 7 |
755 | 129.05 | radiation | 10.0 | 90 | < th | dose dependent | no | NA | NA |
762 | 129.06 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 15 |
769 | 129.08 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 10 |
792 | 129.12 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
795 | 129.12 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 19 |
841 | 129.16 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
846 | 129.18 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 18 |
855 | 129.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 14 |
859 | 129.21 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 10 |
862 | 129.21 | radiation | 1.0 | 10 | < th | dose independent | rect. | 22 | 16 |
868 | 129.21 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 10 |
870 | 129.21 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 13 | 15 |
874 | 129.22 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 18 |
898 | 129.26 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 10 |
899 | 129.26 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 14 |
905 | 129.27 | radiation | 10.0 | 720 | > th | dose independent | sin | 16 | NA |
929 | 129.30 | humidity | 90.0 | 720 | < th | dose independent | rect. | 13 | 5 |
931 | 129.31 | radiation | 10.0 | 720 | < th | dose independent | sin | 15 | NA |
958 | 129.36 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 10 |
999 | 129.38 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 15 | 23 |