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Os01g0335600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
314.92 | 0.834 | 4.57 | 0.983 | 0.646 | -2.28 | -1.06 | 0.506 | -0.226 | 1.74 | 0.6075 | 82 | -- | -- |
314.79 | 0.826 | 4.57 | 1.01 | 0.633 | -2.28 | -0.471 | -- | -0.209 | 1.5 | 0.65 | 76 | -- | -- |
315.12 | 0.827 | 4.58 | 0.996 | 0.731 | -2.36 | -- | -0.206 | -0.208 | 1.22 | 0.58 | 74 | -- | -- |
315.28 | 0.827 | 4.57 | 1.02 | 0.679 | -2.32 | -- | -- | -0.202 | 1.18 | 0.5786 | 74 | -- | -- |
320.17 | 0.833 | 4.56 | 1.06 | -- | -1.84 | -- | -0.165 | -0.19 | -- | 0.649 | 71 | -- | -- |
402.67 | 0.941 | 4.49 | 1.12 | 2.07 | -- | 0.345 | -- | -0.0584 | 12.1 | -- | -- | -- | -- |
403.18 | 0.94 | 4.49 | 1.13 | 2.06 | -- | -- | -- | -0.0571 | 12.1 | -- | -- | -- | -- |
320.03 | 0.833 | 4.55 | 1.04 | -- | -1.84 | -- | -- | -0.151 | -- | 0.5099 | 67 | -- | -- |
342.36 | 0.862 | 4.59 | -- | 0.743 | -2.37 | -- | -- | -0.303 | 1.02 | 0.47 | 71 | -- | -- |
671.39 | 1.21 | 4.53 | 1.06 | -- | -- | -- | -- | -0.087 | -- | -- | -- | -- | -- |
436.74 | 0.978 | 4.52 | -- | 2.05 | -- | -- | -- | -0.183 | 12.1 | -- | -- | -- | -- |
348.41 | 0.869 | 4.57 | -- | -- | -1.84 | -- | -- | -0.26 | -- | 0.48 | 64 | -- | -- |
701.18 | 1.24 | 4.56 | -- | -- | -- | -- | -- | -0.205 | -- | -- | -- | -- | -- |
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 | 306.29 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 2 |
3 | 313.26 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 15 | 17 |
14 | 315.42 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 15 |
29 | 316.23 | radiation | 1.0 | 90 | < th | dose independent | rect. | 15 | 17 |
31 | 316.26 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 2 |
47 | 317.52 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 15 | 14 |
54 | 317.81 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 6 | 23 |
57 | 317.94 | radiation | 10.0 | 720 | < th | dose independent | rect. | 5 | 2 |
60 | 317.99 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 15 |
61 | 318.02 | radiation | 1.0 | 90 | < th | dose dependent | no | NA | NA |
66 | 318.35 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 23 |
72 | 318.68 | radiation | 1.0 | 90 | < th | dose independent | rect. | 6 | 23 |
77 | 318.79 | radiation | 1.0 | 90 | < th | dose independent | rect. | 15 | 14 |
98 | 320.05 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 12 |
101 | 320.08 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 23 |
114 | 320.55 | radiation | 1.0 | 90 | < th | dose independent | no | NA | NA |
115 | 320.70 | radiation | 1.0 | 90 | > th | dose independent | no | NA | NA |
116 | 320.70 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 15 |
183 | 321.58 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 12 |
203 | 322.60 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 8 |
228 | 324.35 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 20 |
234 | 325.10 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 21 |
239 | 325.68 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 10 |
240 | 325.79 | radiation | 30.0 | 90 | < th | dose independent | rect. | 5 | 6 |
248 | 326.93 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 12 |
249 | 327.11 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 8 |
256 | 328.02 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
257 | 328.11 | radiation | 1.0 | 90 | < th | dose independent | sin | 10 | NA |
258 | 328.42 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 12 |
261 | 328.79 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 22 | 23 |
265 | 329.13 | radiation | 1.0 | 90 | > th | dose independent | sin | 10 | NA |
271 | 329.60 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 18 | 11 |
274 | 329.71 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 10 |
281 | 330.05 | radiation | 1.0 | 90 | > th | dose independent | rect. | 13 | 23 |
283 | 330.07 | radiation | 10.0 | 720 | < th | dose independent | rect. | 21 | 10 |
284 | 330.17 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 12 |
285 | 330.30 | radiation | 40.0 | 720 | < th | dose independent | rect. | 19 | 14 |
286 | 330.35 | wind | 7.0 | 90 | < th | dose independent | rect. | 18 | 11 |
293 | 330.76 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 12 |
301 | 331.26 | radiation | 1.0 | 90 | < th | dose independent | rect. | 22 | 23 |
303 | 331.28 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 10 |
311 | 331.63 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 14 |
314 | 331.86 | radiation | 1.0 | 90 | < th | dose dependent | sin | 10 | NA |
317 | 332.03 | wind | 9.0 | 90 | < th | dose dependent | rect. | 18 | 11 |
318 | 332.04 | radiation | 1.0 | 90 | > th | dose independent | rect. | 16 | 23 |
319 | 332.12 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 13 |
320 | 332.12 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 13 |
323 | 332.29 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 12 |
345 | 333.23 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 5 | 2 |
494 | 334.90 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 18 | 11 |
495 | 334.90 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 18 | 11 |
497 | 334.93 | humidity | 60.0 | 90 | > th | dose independent | rect. | 18 | 11 |
501 | 335.18 | temperature | 10.0 | 90 | > th | dose independent | rect. | 18 | 11 |
503 | 335.18 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 18 | 11 |
507 | 335.18 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 13 |
508 | 335.18 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 13 |
513 | 335.40 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 13 |
541 | 336.06 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 21 |
549 | 336.19 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 21 |
575 | 336.85 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
585 | 337.16 | wind | 9.0 | 720 | < th | dose independent | rect. | 7 | 22 |
605 | 337.63 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 18 | 11 |
613 | 337.78 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 6 |
620 | 338.07 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 13 |
621 | 338.10 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 10 |
662 | 338.94 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 7 |
690 | 339.34 | wind | 9.0 | 720 | < th | dose independent | rect. | 9 | 10 |
693 | 339.49 | humidity | 70.0 | 720 | > th | dose independent | rect. | 5 | 2 |
696 | 339.57 | radiation | 1.0 | 90 | < th | dose dependent | sin | 3 | NA |
698 | 339.78 | radiation | 1.0 | 30 | > th | dose independent | sin | 3 | NA |
700 | 339.89 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 14 |
705 | 339.94 | wind | 9.0 | 720 | < th | dose independent | rect. | 7 | 14 |
711 | 340.10 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 21 | 10 |
724 | 340.39 | temperature | 30.0 | 90 | < th | dose independent | rect. | 18 | 11 |
739 | 340.83 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 2 |
748 | 341.19 | humidity | 70.0 | 720 | > th | dose independent | rect. | 21 | 10 |
759 | 341.44 | radiation | 1.0 | 30 | < th | dose independent | sin | 3 | NA |
764 | 341.58 | wind | 9.0 | 720 | < th | dose independent | rect. | 17 | 10 |
781 | 341.89 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 18 |
792 | 342.16 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 2 |
807 | 342.32 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 5 | 6 |
815 | 342.48 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 10 |
816 | 342.48 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 10 |
817 | 342.48 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 14 |
821 | 342.52 | wind | 7.0 | 720 | < th | dose independent | rect. | 5 | 2 |
823 | 342.52 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 2 |
824 | 342.52 | temperature | 30.0 | 720 | < th | dose independent | rect. | 5 | 2 |
825 | 342.52 | humidity | 50.0 | 720 | > th | dose independent | rect. | 5 | 2 |
827 | 342.52 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 5 | 2 |
828 | 342.52 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 5 | 2 |
830 | 342.52 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 22 |
831 | 342.55 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 2 |
832 | 342.55 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 2 |
839 | 342.66 | wind | 9.0 | 720 | < th | dose independent | rect. | 7 | 6 |
849 | 342.80 | wind | 9.0 | 720 | < th | dose independent | rect. | 1 | 18 |
854 | 342.86 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 2 |
855 | 342.87 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 23 |
857 | 342.89 | radiation | 20.0 | 720 | < th | dose independent | rect. | 17 | 10 |
859 | 342.91 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 17 | 2 |
862 | 342.91 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 22 |
868 | 343.08 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 1 | 4 |
877 | 343.26 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 5 | 10 |
887 | 343.39 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 7 | 14 |
894 | 343.50 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 10 |
897 | 343.50 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 14 |
902 | 343.59 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 13 |
917 | 343.75 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 10 |
918 | 343.75 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 10 |
919 | 343.75 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 14 |
921 | 343.75 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 14 |
936 | 343.95 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 12 |
944 | 344.08 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 13 |
947 | 344.09 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 16 |
948 | 344.11 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 10 |
949 | 344.11 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 10 |
950 | 344.11 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 10 |
952 | 344.11 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 10 |
955 | 344.11 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 14 |
957 | 344.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 11 |
958 | 344.14 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 13 |
959 | 344.14 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 13 |
960 | 344.14 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 14 |
967 | 344.23 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 7 |
974 | 344.34 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 10 |
977 | 344.37 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 10 |
981 | 344.45 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 4 |
983 | 344.47 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 16 |
993 | 344.57 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 14 |
996 | 344.59 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 7 |