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Os01g0818300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : KH 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 = humidity,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
140.02 | 0.556 | 8.14 | 2.49 | 2.51 | 0.865 | 1.24 | -1.21 | 0.592 | 18 | 80 | 1386 | -- | -- |
141.39 | 0.554 | 8.14 | 2.44 | 2.52 | 0.826 | 1.16 | -- | 0.587 | 18 | 81 | 1385 | -- | -- |
143.76 | 0.558 | 8.14 | 2.47 | 2.52 | 0.886 | -- | -1.12 | 0.598 | 18 | 80.14 | 1400 | -- | -- |
144.8 | 0.56 | 8.14 | 2.38 | 2.51 | 0.821 | -- | -- | 0.578 | 18 | 80.78 | 1387 | -- | -- |
440.18 | 0.982 | 8.11 | 2.28 | -- | -0.653 | -- | -0.314 | 0.474 | -- | 80.14 | 1400 | -- | -- |
149.36 | 0.573 | 8.16 | 2.37 | 2.54 | -- | 1.27 | -- | 0.521 | 18 | -- | -- | -- | -- |
153.32 | 0.58 | 8.15 | 2.36 | 2.55 | -- | -- | -- | 0.526 | 18 | -- | -- | -- | -- |
434.45 | 0.975 | 8.11 | 2.27 | -- | -0.697 | -- | -- | 0.457 | -- | 80 | 4881 | -- | -- |
277.84 | 0.776 | 8.13 | -- | 2.56 | 1.15 | -- | -- | 0.667 | 18 | 87.89 | 3021 | -- | -- |
489.5 | 1.03 | 8.11 | 2.29 | -- | -- | -- | -- | 0.468 | -- | -- | -- | -- | -- |
300.49 | 0.811 | 8.21 | -- | 2.51 | -- | -- | -- | 0.263 | 18 | -- | -- | -- | -- |
568.92 | 1.11 | 8.16 | -- | -- | -0.728 | -- | -- | 0.24 | -- | 77.08 | 4940 | -- | -- |
627.61 | 1.17 | 8.17 | -- | -- | -- | -- | -- | 0.214 | -- | -- | -- | -- | -- |
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 | 132.71 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 22 | 1 |
3 | 133.17 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 5 |
5 | 133.76 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 5 |
12 | 134.34 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 10 | 15 |
17 | 134.64 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 14 | 11 |
24 | 134.86 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 3 |
34 | 135.30 | humidity | 90.0 | 720 | > th | dose independent | rect. | 22 | 1 |
43 | 135.46 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 20 | 1 |
48 | 135.54 | humidity | 90.0 | 720 | > th | dose independent | rect. | 21 | 3 |
54 | 135.69 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 22 | 5 |
65 | 136.12 | humidity | 50.0 | 270 | > th | dose independent | rect. | 14 | 8 |
66 | 136.17 | humidity | 90.0 | 720 | > th | dose dependent | sin | 18 | NA |
71 | 136.37 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
72 | 136.37 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
76 | 136.47 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 4 |
80 | 136.58 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 19 |
82 | 136.60 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 23 | 3 |
83 | 136.72 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
84 | 136.77 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 21 | 7 |
91 | 136.84 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
104 | 137.06 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 4 |
109 | 137.19 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 12 |
110 | 137.20 | temperature | 30.0 | 270 | < th | dose independent | rect. | 14 | 8 |
112 | 137.23 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 9 |
116 | 137.25 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 16 |
150 | 137.63 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 18 |
154 | 137.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 20 |
161 | 137.78 | humidity | 70.0 | 10 | > th | dose independent | rect. | 5 | 19 |
167 | 137.81 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 12 |
169 | 137.82 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 18 | 8 |
173 | 137.83 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 19 |
174 | 137.84 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 19 |
175 | 137.84 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 9 |
182 | 137.86 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 23 | 16 |
183 | 137.88 | radiation | 40.0 | 270 | < th | dose independent | rect. | 3 | 19 |
197 | 137.97 | humidity | 90.0 | 720 | > th | dose independent | rect. | 15 | 9 |
210 | 138.12 | humidity | 90.0 | 720 | > th | dose independent | rect. | 10 | 14 |
212 | 138.12 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 22 | 4 |
240 | 138.26 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 19 |
241 | 138.26 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 19 |
259 | 138.35 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 19 |
261 | 138.35 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 10 |
263 | 138.38 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 19 |
275 | 138.45 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 21 |
282 | 138.50 | wind | 1.0 | 90 | > th | dose independent | rect. | 23 | 7 |
283 | 138.50 | temperature | 30.0 | 270 | < th | dose independent | rect. | 15 | 18 |
288 | 138.52 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 19 |
294 | 138.56 | temperature | 15.0 | 270 | > th | dose independent | rect. | 2 | 21 |
314 | 138.69 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 16 |
326 | 138.77 | wind | 7.0 | 270 | < th | dose independent | rect. | 11 | 15 |
329 | 138.78 | humidity | 90.0 | 30 | < th | dose independent | rect. | 18 | 15 |
349 | 138.85 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 24 | 4 |
353 | 138.87 | radiation | 1.0 | 90 | > th | dose independent | sin | 8 | NA |
357 | 138.88 | humidity | 60.0 | 270 | > th | dose independent | rect. | 16 | 16 |
361 | 138.90 | radiation | 1.0 | 90 | < th | dose independent | sin | 8 | NA |
371 | 138.93 | humidity | 90.0 | 720 | < th | dose independent | rect. | 10 | 14 |
386 | 138.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 5 |
387 | 138.99 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 5 |
388 | 138.99 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 5 |
389 | 138.99 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 5 |
393 | 138.99 | radiation | 1.0 | 270 | < th | dose independent | rect. | 22 | 5 |
401 | 138.99 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 22 | 5 |
418 | 139.06 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 15 | 7 |
432 | 139.09 | humidity | 60.0 | 270 | > th | dose independent | rect. | 15 | 18 |
456 | 139.17 | humidity | 90.0 | 30 | < th | dose independent | rect. | 16 | 17 |
471 | 139.22 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 5 |
472 | 139.22 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 5 |
476 | 139.23 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 21 |
477 | 139.23 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 21 |
478 | 139.24 | radiation | 30.0 | 270 | < th | dose independent | rect. | 3 | 7 |
482 | 139.26 | radiation | 1.0 | 270 | > th | dose independent | rect. | 4 | 2 |
488 | 139.26 | temperature | 15.0 | 270 | > th | dose independent | rect. | 15 | 7 |
545 | 139.40 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 17 | 7 |
547 | 139.40 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 21 |
553 | 139.42 | wind | 7.0 | 270 | < th | dose independent | rect. | 8 | 9 |
561 | 139.43 | radiation | 10.0 | 30 | < th | dose dependent | sin | 8 | NA |
564 | 139.44 | humidity | 90.0 | 720 | > th | dose independent | rect. | 5 | 19 |
567 | 139.45 | humidity | 90.0 | 720 | > th | dose independent | sin | 17 | NA |
572 | 139.47 | humidity | 90.0 | 30 | > th | dose independent | rect. | 23 | 5 |
612 | 139.55 | humidity | 70.0 | 10 | > th | dose independent | rect. | 16 | 8 |
638 | 139.60 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 22 | 5 |
647 | 139.62 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 20 | 21 |
654 | 139.63 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 18 |
655 | 139.63 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 10 | 20 |
668 | 139.67 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 16 | 8 |
724 | 139.77 | humidity | 70.0 | 90 | > th | dose independent | rect. | 17 | 6 |
731 | 139.79 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 14 | 8 |
743 | 139.82 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 8 |
762 | 139.85 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 19 |
780 | 139.88 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 9 | 15 |
796 | 139.92 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 13 |
799 | 139.93 | wind | 7.0 | 270 | < th | dose independent | rect. | 22 | 17 |
816 | 139.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 3 |
817 | 139.97 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 3 |
818 | 139.97 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 3 |
822 | 139.97 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 3 |
827 | 139.97 | humidity | 90.0 | 10 | < th | dose independent | rect. | 5 | 4 |
832 | 139.97 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 3 |
848 | 139.98 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
849 | 139.98 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 8 | 9 |
852 | 139.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 3 |
871 | 140.01 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 16 | 17 |
882 | 140.02 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 21 |
891 | 140.04 | radiation | 20.0 | 270 | < th | dose independent | rect. | 16 | 17 |
907 | 140.06 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 22 | 17 |
914 | 140.07 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 19 |
942 | 140.10 | wind | 9.0 | 270 | < th | dose dependent | rect. | 9 | 8 |
945 | 140.11 | humidity | 90.0 | 30 | < th | dose independent | rect. | 3 | 6 |
955 | 140.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 3 |
962 | 140.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 3 |
983 | 140.15 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 17 |
988 | 140.16 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 6 |
993 | 140.16 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 19 |
999 | 140.16 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 6 | 17 |