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Os08g0381000 |
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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
103.75 | 0.479 | 2.87 | -0.239 | 0.0332 | 0.332 | 0.185 | -1.64 | 0.224 | 13 | 29.3 | 49 | -- | -- |
105.52 | 0.482 | 2.85 | -0.0367 | 0.0343 | 0.208 | -0.0609 | -- | 0.26 | 15.5 | 29.2 | 49 | -- | -- |
103.88 | 0.475 | 2.87 | -0.221 | 0.0349 | 0.329 | -- | -1.54 | 0.229 | 13.3 | 29.3 | 48 | -- | -- |
105.52 | 0.482 | 2.85 | -0.037 | 0.0363 | 0.205 | -- | -- | 0.26 | 14.3 | 29.2 | 49 | -- | -- |
103.94 | 0.475 | 2.87 | -0.227 | -- | 0.346 | -- | -1.56 | 0.226 | -- | 29.33 | 48 | -- | -- |
107.6 | 0.486 | 2.85 | 0.00863 | 0.144 | -- | 0.0567 | -- | 0.28 | 14.5 | -- | -- | -- | -- |
107.61 | 0.486 | 2.85 | 0.0101 | 0.145 | -- | -- | -- | 0.281 | 14.6 | -- | -- | -- | -- |
105.46 | 0.48 | 2.85 | -0.0395 | -- | 0.216 | -- | -- | 0.263 | -- | 28.7 | 46 | -- | -- |
105.53 | 0.478 | 2.85 | -- | 0.0372 | 0.21 | -- | -- | 0.266 | 13.8 | 29.1 | 30 | -- | -- |
108.84 | 0.487 | 2.85 | 0.00398 | -- | -- | -- | -- | 0.277 | -- | -- | -- | -- | -- |
107.61 | 0.485 | 2.85 | -- | 0.145 | -- | -- | -- | 0.279 | 14.6 | -- | -- | -- | -- |
105.5 | 0.48 | 2.85 | -- | -- | 0.213 | -- | -- | 0.268 | -- | 28.7 | 46 | -- | -- |
108.84 | 0.487 | 2.85 | -- | -- | -- | -- | -- | 0.277 | -- | -- | -- | -- | -- |
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 | 102.68 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 1 |
4 | 102.73 | temperature | 25.0 | 90 | > th | dose independent | rect. | 10 | 1 |
5 | 102.78 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 10 | 1 |
6 | 102.79 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
7 | 102.83 | wind | 3.0 | 10 | < th | dose dependent | rect. | 10 | 2 |
8 | 102.86 | wind | 3.0 | 30 | < th | dose independent | rect. | 22 | 1 |
9 | 102.91 | humidity | 80.0 | 30 | > th | dose independent | rect. | 22 | 1 |
11 | 102.96 | wind | 5.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
13 | 102.98 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
16 | 103.01 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
17 | 103.01 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
18 | 103.02 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
20 | 103.02 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
21 | 103.02 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 7 | 4 |
22 | 103.03 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 22 | 1 |
24 | 103.04 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
28 | 103.07 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
29 | 103.07 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
32 | 103.07 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
36 | 103.07 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
46 | 103.07 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
47 | 103.07 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
67 | 103.07 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
70 | 103.07 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
71 | 103.07 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
72 | 103.07 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
79 | 103.08 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
81 | 103.08 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
82 | 103.08 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
86 | 103.08 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
88 | 103.08 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
93 | 103.08 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
96 | 103.08 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
101 | 103.09 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
103 | 103.12 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
108 | 103.20 | wind | 1.0 | 30 | < th | dose independent | rect. | 10 | 1 |
109 | 103.20 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
113 | 103.20 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
116 | 103.20 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 1 |
117 | 103.20 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 23 |
121 | 103.20 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
123 | 103.22 | humidity | 70.0 | 30 | < th | dose independent | rect. | 10 | 1 |
125 | 103.23 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 23 |
126 | 103.23 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
127 | 103.23 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 23 |
129 | 103.24 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 3 | 8 |
130 | 103.25 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 10 | 1 |
131 | 103.25 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
136 | 103.26 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
138 | 103.27 | radiation | 20.0 | 30 | > th | dose independent | rect. | 10 | 1 |
141 | 103.27 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
146 | 103.29 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 10 | 1 |
154 | 103.31 | humidity | 60.0 | 30 | > th | dose independent | rect. | 10 | 1 |
156 | 103.31 | radiation | 30.0 | 30 | < th | dose independent | rect. | 10 | 1 |
158 | 103.31 | wind | 7.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
168 | 103.33 | wind | 1.0 | 30 | > th | dose independent | rect. | 10 | 1 |
169 | 103.33 | temperature | 10.0 | 30 | > th | dose independent | rect. | 10 | 1 |
171 | 103.33 | temperature | 30.0 | 30 | < th | dose independent | rect. | 10 | 1 |
178 | 103.33 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 10 | 1 |
179 | 103.33 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 23 |
180 | 103.33 | radiation | 10.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
182 | 103.33 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 10 | 1 |
185 | 103.35 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
188 | 103.36 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
195 | 103.40 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 11 | 23 |
196 | 103.41 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
202 | 103.43 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
203 | 103.43 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
205 | 103.43 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 8 | 7 |
207 | 103.46 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
214 | 103.49 | temperature | 30.0 | 30 | < th | dose independent | rect. | 11 | 23 |
215 | 103.49 | humidity | 50.0 | 30 | > th | dose independent | rect. | 11 | 23 |
216 | 103.49 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
223 | 103.52 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
228 | 103.53 | temperature | 25.0 | 90 | > th | dose dependent | sin | 4 | NA |
252 | 103.64 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
267 | 103.65 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 3 | 12 |
307 | 103.83 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
335 | 103.89 | temperature | 25.0 | 270 | < th | dose independent | rect. | 14 | 12 |
336 | 103.89 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 23 |
343 | 103.97 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 22 | 17 |
368 | 104.06 | temperature | 25.0 | 90 | > th | dose independent | rect. | 8 | 3 |
370 | 104.07 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 5 |
371 | 104.08 | temperature | 30.0 | 90 | < th | dose independent | rect. | 11 | 10 |
373 | 104.09 | temperature | 25.0 | 270 | > th | dose independent | rect. | 15 | 10 |
406 | 104.21 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 8 | 10 |
439 | 104.34 | temperature | 25.0 | 270 | > th | dose independent | rect. | 15 | 15 |
457 | 104.38 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 10 | 14 |
459 | 104.40 | temperature | 25.0 | 270 | > th | dose independent | sin | 15 | NA |
487 | 104.45 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 24 | 1 |
499 | 104.47 | temperature | 25.0 | 270 | > th | dose independent | rect. | 3 | 8 |
510 | 104.48 | wind | 7.0 | 10 | > th | dose dependent | rect. | 12 | 1 |
530 | 104.52 | wind | 1.0 | 1440 | < th | dose independent | rect. | 24 | 1 |
558 | 104.55 | wind | 3.0 | 10 | < th | dose dependent | rect. | 10 | 14 |
562 | 104.56 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 1 |
564 | 104.56 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
620 | 104.64 | temperature | 25.0 | 270 | < th | dose independent | sin | 15 | NA |
633 | 104.67 | temperature | 25.0 | 10 | < th | dose independent | rect. | 16 | 10 |
653 | 104.69 | temperature | 25.0 | 90 | > th | dose independent | rect. | 18 | 9 |
672 | 104.71 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 8 |
687 | 104.74 | temperature | 25.0 | 90 | > th | dose independent | rect. | 8 | 7 |
690 | 104.74 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 23 |
721 | 104.79 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
723 | 104.79 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
727 | 104.80 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
729 | 104.80 | radiation | 40.0 | 90 | > th | dose independent | rect. | 13 | 22 |
732 | 104.80 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 8 | 16 |
734 | 104.81 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 15 | 8 |
746 | 104.82 | temperature | 25.0 | 720 | > th | dose independent | rect. | 19 | 2 |
749 | 104.82 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
754 | 104.83 | wind | 1.0 | 1440 | > th | dose independent | rect. | 24 | 1 |
757 | 104.83 | temperature | 25.0 | 90 | > th | dose independent | rect. | 18 | 13 |
774 | 104.85 | wind | 3.0 | 10 | < th | dose independent | rect. | 10 | 14 |
792 | 104.86 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 17 | 22 |
811 | 104.88 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 18 | 13 |
813 | 104.89 | humidity | 50.0 | 90 | > th | dose independent | rect. | 11 | 10 |
815 | 104.89 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
829 | 104.91 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 16 | 5 |
833 | 104.92 | temperature | 25.0 | 90 | > th | dose independent | rect. | 3 | 12 |
838 | 104.93 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 8 |
839 | 104.93 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 8 |
841 | 104.93 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 16 |
852 | 104.94 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 4 | 2 |
861 | 104.95 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 11 |
879 | 104.97 | wind | 9.0 | 90 | < th | dose independent | rect. | 21 | 14 |
880 | 104.97 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 14 |
883 | 104.97 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 14 |
894 | 104.99 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 11 | 16 |
902 | 105.00 | temperature | 10.0 | 90 | > th | dose independent | rect. | 11 | 10 |
903 | 105.00 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 11 | 10 |
904 | 105.00 | temperature | 10.0 | 90 | > th | dose independent | rect. | 21 | 14 |
905 | 105.00 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 21 | 14 |
910 | 105.00 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 14 | 10 |
929 | 105.03 | wind | 9.0 | 30 | < th | dose independent | rect. | 10 | 14 |
938 | 105.04 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
943 | 105.04 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
949 | 105.05 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 6 |
953 | 105.05 | temperature | 30.0 | 90 | < th | dose independent | rect. | 24 | 21 |
961 | 105.06 | wind | 3.0 | 720 | < th | dose independent | rect. | 2 | 1 |
981 | 105.07 | temperature | 15.0 | 30 | > th | dose independent | rect. | 10 | 14 |
982 | 105.07 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 10 | 14 |
987 | 105.07 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 10 | 14 |
990 | 105.08 | radiation | 1.0 | 720 | < th | dose independent | rect. | 14 | 1 |
991 | 105.08 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 5 |
992 | 105.08 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
997 | 105.08 | humidity | 50.0 | 90 | > th | dose independent | rect. | 21 | 14 |
998 | 105.08 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 14 | 1 |