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Os02g0220400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to GATA transcription factor 16.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
145.57 | 0.567 | 10.4 | -0.658 | 1.48 | -1.06 | 0.218 | 0.626 | -0.642 | 3.85 | 10.36 | 10 | -- | -- |
147.24 | 0.565 | 10.4 | -0.681 | 1.51 | -1.1 | 0.705 | -- | -0.639 | 3.73 | 10.45 | 10 | -- | -- |
145.67 | 0.562 | 10.4 | -0.659 | 1.48 | -1.05 | -- | 0.703 | -0.643 | 3.87 | 10.33 | 10 | -- | -- |
148.61 | 0.568 | 10.4 | -0.678 | 1.47 | -1.03 | -- | -- | -0.644 | 3.96 | 10.36 | 10 | -- | -- |
234.25 | 0.717 | 10.4 | -0.637 | -- | -0.535 | -- | 0.737 | -0.591 | -- | 8.029 | 6 | -- | -- |
164.21 | 0.601 | 10.3 | -0.676 | 1.39 | -- | -0.612 | -- | -0.609 | 7.18 | -- | -- | -- | -- |
165.18 | 0.602 | 10.3 | -0.69 | 1.39 | -- | -- | -- | -0.608 | 7.13 | -- | -- | -- | -- |
237.72 | 0.721 | 10.4 | -0.646 | -- | -0.54 | -- | -- | -0.591 | -- | 8.458 | 6 | -- | -- |
160.4 | 0.59 | 10.4 | -- | 1.47 | -1.07 | -- | -- | -0.566 | 3.84 | 10 | 8 | -- | -- |
267.09 | 0.764 | 10.4 | -0.663 | -- | -- | -- | -- | -0.584 | -- | -- | -- | -- | -- |
177.72 | 0.624 | 10.3 | -- | 1.38 | -- | -- | -- | -0.531 | 7.16 | -- | -- | -- | -- |
248.7 | 0.737 | 10.4 | -- | -- | -0.546 | -- | -- | -0.52 | -- | 8.64 | 3 | -- | -- |
278.69 | 0.779 | 10.4 | -- | -- | -- | -- | -- | -0.51 | -- | -- | -- | -- | -- |
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 | 136.37 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 22 | 6 |
3 | 136.90 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 1 | 17 |
6 | 137.22 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 1 | 14 |
12 | 138.38 | radiation | 10.0 | 10 | < th | dose dependent | sin | 4 | NA |
13 | 138.41 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 5 |
17 | 138.58 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 23 | 5 |
18 | 138.77 | humidity | 80.0 | 270 | > th | dose independent | rect. | 23 | 5 |
20 | 138.89 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 4 |
25 | 139.16 | wind | 7.0 | 270 | < th | dose independent | rect. | 18 | 15 |
34 | 139.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 19 |
35 | 139.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 19 |
36 | 139.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 15 |
37 | 139.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 15 |
39 | 139.67 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 19 |
40 | 139.81 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 1 |
48 | 140.00 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 1 | 4 |
51 | 140.10 | radiation | 1.0 | 10 | < th | dose independent | rect. | 1 | 17 |
54 | 140.18 | temperature | 20.0 | 270 | > th | dose independent | rect. | 9 | 9 |
55 | 140.20 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 1 | 4 |
59 | 140.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 5 |
60 | 140.29 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 5 |
61 | 140.29 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 5 |
65 | 140.29 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 5 |
70 | 140.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 19 |
71 | 140.29 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 5 |
78 | 140.33 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 5 |
86 | 140.63 | temperature | 20.0 | 30 | > th | dose independent | rect. | 12 | 17 |
88 | 140.65 | radiation | 1.0 | 10 | > th | dose independent | sin | 2 | NA |
96 | 140.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 5 |
97 | 140.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 5 |
111 | 140.96 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 23 | 5 |
115 | 141.05 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 5 |
120 | 141.09 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 9 |
121 | 141.09 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 15 |
122 | 141.09 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 15 |
126 | 141.12 | radiation | 1.0 | 90 | > th | dose independent | sin | 5 | NA |
130 | 141.17 | radiation | 40.0 | 270 | < th | dose independent | rect. | 18 | 15 |
133 | 141.18 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 5 |
158 | 141.29 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
166 | 141.42 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 23 |
167 | 141.42 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 23 |
169 | 141.44 | temperature | 20.0 | 270 | > th | dose independent | rect. | 10 | 18 |
176 | 141.50 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 15 |
181 | 141.59 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 19 |
189 | 141.76 | temperature | 25.0 | 90 | < th | dose independent | rect. | 1 | 4 |
192 | 141.77 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 1 | 4 |
195 | 141.82 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 19 |
196 | 141.83 | humidity | 80.0 | 90 | > th | dose independent | rect. | 1 | 4 |
197 | 141.84 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 4 | 7 |
211 | 142.00 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 1 |
219 | 142.05 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 1 | 4 |
223 | 142.06 | humidity | 70.0 | 270 | > th | dose independent | rect. | 4 | 6 |
230 | 142.12 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 14 |
237 | 142.17 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 1 | 1 |
243 | 142.22 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 20 |
249 | 142.27 | humidity | 80.0 | 270 | > th | dose independent | rect. | 1 | 1 |
258 | 142.34 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 1 | 9 |
266 | 142.42 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 9 |
267 | 142.42 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 9 |
269 | 142.43 | temperature | 20.0 | 90 | > th | dose independent | rect. | 1 | 17 |
270 | 142.43 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 1 | 7 |
271 | 142.44 | humidity | 90.0 | 270 | < th | dose independent | rect. | 9 | 9 |
282 | 142.50 | humidity | 50.0 | 270 | > th | dose independent | rect. | 13 | 15 |
327 | 142.66 | radiation | 1.0 | 10 | < th | dose independent | rect. | 1 | 15 |
334 | 142.70 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 9 |
335 | 142.70 | wind | 7.0 | 270 | < th | dose independent | rect. | 15 | 9 |
339 | 142.71 | wind | 9.0 | 270 | < th | dose dependent | rect. | 15 | 8 |
341 | 142.72 | wind | 9.0 | 4320 | < th | dose independent | rect. | 2 | 4 |
343 | 142.72 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 4 |
366 | 142.81 | radiation | 1.0 | 10 | < th | dose independent | sin | 3 | NA |
371 | 142.82 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 4 |
374 | 142.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 6 |
377 | 142.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 6 |
384 | 142.88 | temperature | 10.0 | 90 | > th | dose independent | rect. | 1 | 4 |
387 | 142.88 | humidity | 50.0 | 90 | > th | dose independent | rect. | 1 | 4 |
390 | 142.88 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 1 | 4 |
392 | 142.88 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 1 | 4 |
404 | 142.91 | wind | 9.0 | 90 | < th | dose independent | rect. | 1 | 4 |
408 | 142.94 | radiation | 1.0 | 10 | < th | dose independent | rect. | 1 | 13 |
412 | 142.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 6 |
413 | 142.99 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 6 |
414 | 142.99 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 6 |
415 | 142.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 18 |
421 | 143.01 | wind | 9.0 | 270 | < th | dose dependent | rect. | 23 | 5 |
435 | 143.06 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 10 | 20 |
438 | 143.08 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 6 |
441 | 143.09 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 7 |
466 | 143.13 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 1 | 4 |
478 | 143.16 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 6 |
488 | 143.22 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
504 | 143.28 | radiation | 1.0 | 90 | < th | dose independent | sin | 5 | NA |
519 | 143.35 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 1 |
521 | 143.35 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 1 |
532 | 143.41 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 1 |
534 | 143.41 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 1 |
535 | 143.41 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 1 |
539 | 143.41 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 1 |
541 | 143.41 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 1 |
547 | 143.41 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 23 |
548 | 143.41 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 1 |
569 | 143.45 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 1 | 4 |
571 | 143.46 | radiation | 1.0 | 10 | < th | dose independent | rect. | 1 | 11 |
576 | 143.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 23 |
580 | 143.50 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 1 |
581 | 143.50 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 9 |
582 | 143.50 | humidity | 50.0 | 270 | > th | dose independent | rect. | 11 | 17 |
594 | 143.57 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 20 |
595 | 143.57 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 20 |
607 | 143.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 9 |
609 | 143.67 | wind | 7.0 | 90 | < th | dose independent | rect. | 18 | 7 |
639 | 143.85 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 6 |
659 | 143.93 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 18 | 7 |
662 | 143.93 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 18 | 7 |
671 | 143.98 | radiation | 10.0 | 10 | < th | dose independent | rect. | 1 | 5 |
698 | 144.01 | wind | 9.0 | 10 | < th | dose independent | rect. | 1 | 4 |
699 | 144.01 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 4 |
701 | 144.01 | temperature | 30.0 | 10 | < th | dose independent | rect. | 1 | 4 |
702 | 144.01 | humidity | 50.0 | 10 | > th | dose independent | rect. | 1 | 4 |
706 | 144.01 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 1 | 4 |
717 | 144.01 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 12 | 17 |
719 | 144.01 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 20 |
726 | 144.03 | wind | 9.0 | 10 | < th | dose independent | rect. | 5 | 20 |
731 | 144.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 10 | 18 |
732 | 144.04 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 20 |
737 | 144.06 | temperature | 10.0 | 90 | > th | dose independent | rect. | 18 | 7 |
738 | 144.06 | humidity | 50.0 | 90 | > th | dose independent | rect. | 18 | 7 |
739 | 144.06 | radiation | 20.0 | 90 | < th | dose independent | rect. | 18 | 7 |
744 | 144.06 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 1 | 17 |
768 | 144.10 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 18 | 7 |
769 | 144.10 | humidity | 50.0 | 270 | > th | dose independent | rect. | 9 | 9 |
771 | 144.10 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 18 | 7 |
782 | 144.13 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
795 | 144.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 4 |
798 | 144.17 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 4 |
802 | 144.17 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 2 | 4 |
811 | 144.17 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 2 | 4 |
812 | 144.17 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 2 | 4 |
823 | 144.17 | temperature | 30.0 | 270 | < th | dose independent | rect. | 18 | 15 |
824 | 144.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 20 |
830 | 144.20 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 19 |
857 | 144.33 | radiation | 1.0 | 10 | < th | dose independent | rect. | 1 | 7 |
926 | 144.51 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 18 |
940 | 144.57 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 7 |
942 | 144.57 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 7 |
966 | 144.65 | wind | 1.0 | 270 | < th | dose independent | rect. | 24 | 1 |
972 | 144.66 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 18 |
975 | 144.66 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 18 |
984 | 144.68 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
986 | 144.68 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 9 |
989 | 144.68 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 9 |
996 | 144.70 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 1 | 4 |
997 | 144.70 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 1 | 4 |