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Os12g0228700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Jasmonate-induced 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
73.81 | 0.404 | 2.92 | 0.0962 | 0.334 | -0.352 | -0.0124 | 0.41 | 0.179 | 13.2 | 0.01823 | 252 | -- | -- |
74.06 | 0.401 | 2.93 | 0.0662 | 0.351 | -0.367 | 0.331 | -- | 0.169 | 12.8 | 0.03057 | 240 | -- | -- |
73.81 | 0.4 | 2.92 | 0.0978 | 0.333 | -0.351 | -- | 0.404 | 0.179 | 13.2 | 0.01002 | 251 | -- | -- |
74.66 | 0.402 | 2.92 | 0.09 | 0.339 | -0.352 | -- | -- | 0.179 | 13.3 | 0.01001 | 251 | -- | -- |
74.52 | 0.402 | 2.92 | 0.0847 | -- | -0.0871 | -- | 0.404 | 0.177 | -- | 0.0199 | 270 | -- | -- |
74.93 | 0.406 | 2.93 | 0.0405 | 0.0847 | -- | -0.405 | -- | 0.155 | 2.81 | -- | -- | -- | -- |
75.44 | 0.407 | 2.92 | 0.0499 | 0.0921 | -- | -- | -- | 0.157 | 4.16 | -- | -- | -- | -- |
75.29 | 0.404 | 2.92 | 0.0593 | -- | -0.0827 | -- | -- | 0.16 | -- | 0.0001722 | 270 | -- | -- |
74.86 | 0.403 | 2.92 | -- | 0.342 | -0.355 | -- | -- | 0.167 | 13.3 | 0.01564 | 251 | -- | -- |
75.9 | 0.407 | 2.93 | 0.0536 | -- | -- | -- | -- | 0.159 | -- | -- | -- | -- | -- |
75.5 | 0.406 | 2.93 | -- | 0.093 | -- | -- | -- | 0.151 | 4.15 | -- | -- | -- | -- |
75.38 | 0.404 | 2.92 | -- | -- | -0.083 | -- | -- | 0.16 | -- | 0.007393 | 251 | -- | -- |
75.97 | 0.407 | 2.93 | -- | -- | -- | -- | -- | 0.153 | -- | -- | -- | -- | -- |
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 | 71.75 | temperature | 25.0 | 270 | > th | dose independent | rect. | 19 | 8 |
2 | 71.76 | temperature | 25.0 | 90 | > th | dose independent | rect. | 21 | 8 |
8 | 72.00 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
19 | 72.23 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
20 | 72.23 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
23 | 72.23 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
27 | 72.23 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
37 | 72.23 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
38 | 72.23 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
59 | 72.23 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
62 | 72.23 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 23 |
63 | 72.23 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
64 | 72.23 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
76 | 72.24 | wind | 3.0 | 30 | < th | dose independent | rect. | 22 | 1 |
77 | 72.24 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
78 | 72.24 | humidity | 80.0 | 30 | > th | dose independent | rect. | 22 | 1 |
80 | 72.24 | wind | 5.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
83 | 72.24 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
88 | 72.25 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 22 | 1 |
89 | 72.25 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
92 | 72.25 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
94 | 72.25 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
98 | 72.25 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
100 | 72.26 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
103 | 72.26 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
105 | 72.26 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
106 | 72.26 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
109 | 72.26 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
110 | 72.26 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 22 | 1 |
112 | 72.26 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
114 | 72.26 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
119 | 72.26 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
120 | 72.26 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
123 | 72.26 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
128 | 72.26 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
134 | 72.28 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 23 | 23 |
135 | 72.28 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
136 | 72.28 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 23 | 23 |
141 | 72.30 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
142 | 72.30 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
145 | 72.31 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
157 | 72.34 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
197 | 72.41 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 21 | 3 |
221 | 72.52 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 22 | 7 |
228 | 72.54 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 1 |
233 | 72.54 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 1 |
281 | 72.78 | radiation | 10.0 | 10 | > th | dose independent | rect. | 6 | 1 |
308 | 72.78 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 6 | 1 |
334 | 72.79 | humidity | 50.0 | 30 | > th | dose independent | rect. | 23 | 23 |
381 | 72.93 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 19 | 8 |
413 | 72.98 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 4 | 4 |
422 | 73.00 | temperature | 25.0 | 720 | > th | dose independent | rect. | 4 | 5 |
441 | 73.04 | temperature | 25.0 | 90 | > th | dose independent | rect. | 5 | 16 |
457 | 73.07 | temperature | 30.0 | 30 | < th | dose independent | rect. | 23 | 23 |
485 | 73.14 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 16 |
495 | 73.17 | temperature | 25.0 | 720 | < th | dose independent | rect. | 2 | 7 |
501 | 73.17 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 17 |
512 | 73.19 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 5 | 17 |
513 | 73.19 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 7 | 3 |
543 | 73.22 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 23 | 23 |
544 | 73.23 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
563 | 73.25 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 6 |
581 | 73.27 | radiation | 10.0 | 30 | < th | dose independent | rect. | 23 | 23 |
653 | 73.34 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 16 | 19 |
654 | 73.35 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 23 |
679 | 73.37 | wind | 3.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
686 | 73.38 | wind | 3.0 | 720 | > th | dose independent | rect. | 11 | 1 |
690 | 73.38 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 23 | 23 |
692 | 73.38 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 6 | 1 |
730 | 73.41 | temperature | 25.0 | 720 | < th | dose independent | rect. | 19 | 6 |
731 | 73.41 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
764 | 73.43 | radiation | 40.0 | 30 | < th | dose independent | rect. | 23 | 23 |
769 | 73.43 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 19 |
782 | 73.44 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 23 | 23 |
786 | 73.45 | radiation | 1.0 | 270 | > th | dose independent | rect. | 12 | 21 |
839 | 73.48 | radiation | 30.0 | 10 | < th | dose independent | rect. | 16 | 19 |
841 | 73.48 | radiation | 1.0 | 270 | < th | dose dependent | sin | 13 | NA |
859 | 73.49 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 11 | 5 |
880 | 73.51 | temperature | 25.0 | 270 | > th | dose independent | sin | 12 | NA |
901 | 73.52 | radiation | 1.0 | 270 | > th | dose independent | sin | 13 | NA |
902 | 73.52 | radiation | 1.0 | 270 | < th | dose independent | sin | 13 | NA |
917 | 73.53 | temperature | 25.0 | 270 | < th | dose independent | rect. | 7 | 5 |
926 | 73.53 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 11 | 1 |
940 | 73.54 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 8 |
941 | 73.54 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 8 |
944 | 73.54 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 16 |
945 | 73.54 | radiation | 10.0 | 270 | > th | dose independent | rect. | 15 | 17 |
959 | 73.54 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 16 | 17 |
982 | 73.56 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
983 | 73.56 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 8 |
985 | 73.56 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 11 | 16 |
998 | 73.56 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 8 |