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Os11g0165700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Jacalin-related lectin 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
103.23 | 0.477 | 3.03 | 0.629 | 0.105 | 0.528 | -0.281 | -0.223 | 0.321 | 8.08 | 25.61 | 10119 | -- | -- |
102.9 | 0.472 | 3.03 | 0.756 | 0.0948 | 0.644 | -0.317 | -- | 0.328 | 8.69 | 20.45 | 15903 | -- | -- |
103.37 | 0.474 | 3.03 | 0.652 | 0.102 | 0.558 | -- | -0.153 | 0.329 | 7.95 | 24.37 | 11076 | -- | -- |
102.76 | 0.472 | 3.04 | 0.77 | 0.101 | 0.655 | -- | -- | 0.312 | 8.37 | 19.58 | 18943 | -- | -- |
103.93 | 0.475 | 3.03 | 0.646 | -- | 0.566 | -- | -0.123 | 0.329 | -- | 24.4 | 10937 | -- | -- |
107.92 | 0.487 | 3.07 | 0.243 | 0.103 | -- | -0.252 | -- | 0.146 | 8.5 | -- | -- | -- | -- |
108.12 | 0.487 | 3.07 | 0.235 | 0.104 | -- | -- | -- | 0.146 | 8.56 | -- | -- | -- | -- |
103.32 | 0.473 | 3.04 | 0.766 | -- | 0.642 | -- | -- | 0.312 | -- | 19.62 | 19668 | -- | -- |
108.13 | 0.487 | 3.07 | -- | 0.149 | 0.37 | -- | -- | 0.164 | 11.3 | 38.41 | 9862 | -- | -- |
108.73 | 0.487 | 3.08 | 0.235 | -- | -- | -- | -- | 0.147 | -- | -- | -- | -- | -- |
109.58 | 0.49 | 3.08 | -- | 0.104 | -- | -- | -- | 0.12 | 8.4 | -- | -- | -- | -- |
109.22 | 0.487 | 3.07 | -- | -- | 0.204 | -- | -- | 0.158 | -- | 45.43 | 6446 | -- | -- |
110.19 | 0.49 | 3.08 | -- | -- | -- | -- | -- | 0.121 | -- | -- | -- | -- | -- |
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 | 101.31 | wind | 9 | 43200 | > th | dose independent | rect. | 2 | 2 |
2 | 101.37 | radiation | 1 | 30 | > th | dose dependent | rect. | 18 | 1 |
13 | 101.41 | wind | 9 | 10 | > th | dose independent | rect. | 18 | 1 |
16 | 101.41 | wind | 9 | 10 | > th | dose dependent | rect. | 18 | 1 |
30 | 101.55 | wind | 9 | 30 | > th | dose dependent | rect. | 18 | 8 |
75 | 101.64 | wind | 9 | 43200 | > th | dose dependent | rect. | 2 | 2 |
76 | 101.71 | humidity | 90 | 14400 | < th | dose independent | rect. | 14 | 10 |
88 | 101.80 | humidity | 90 | 14400 | < th | dose independent | sin | 17 | NA |
90 | 101.80 | humidity | 90 | 14400 | < th | dose independent | rect. | 16 | 3 |
100 | 101.82 | wind | 9 | 43200 | > th | dose independent | rect. | 24 | 6 |
104 | 101.83 | radiation | 20 | 4320 | > th | dose independent | rect. | 7 | 1 |
106 | 101.84 | wind | 9 | 43200 | > th | dose independent | rect. | 2 | 4 |
107 | 101.84 | humidity | 80 | 14400 | > th | dose dependent | rect. | 18 | 1 |
110 | 101.85 | wind | 9 | 43200 | < th | dose independent | rect. | 2 | 4 |
112 | 101.86 | wind | 9 | 43200 | < th | dose independent | rect. | 24 | 6 |
123 | 101.88 | humidity | 90 | 14400 | > th | dose independent | rect. | 14 | 11 |
135 | 101.91 | humidity | 90 | 14400 | < th | dose independent | rect. | 5 | 20 |
159 | 101.94 | wind | 9 | 43200 | > th | dose dependent | rect. | 24 | 4 |
190 | 101.97 | wind | 1 | 720 | < th | dose dependent | rect. | 15 | 5 |
199 | 101.99 | humidity | 90 | 14400 | > th | dose independent | sin | 17 | NA |
216 | 102.00 | humidity | 80 | 14400 | > th | dose dependent | rect. | 10 | 16 |
219 | 102.01 | humidity | 90 | 14400 | < th | dose independent | rect. | 7 | 23 |
220 | 102.01 | humidity | 80 | 14400 | > th | dose dependent | rect. | 11 | 14 |
233 | 102.03 | humidity | 90 | 14400 | > th | dose independent | rect. | 16 | 3 |
255 | 102.04 | humidity | 80 | 14400 | > th | dose dependent | sin | 17 | NA |
258 | 102.04 | wind | 9 | 43200 | > th | dose dependent | rect. | 24 | 6 |
282 | 102.05 | wind | 9 | 43200 | > th | dose independent | rect. | 4 | 2 |
283 | 102.05 | wind | 9 | 43200 | < th | dose independent | rect. | 4 | 2 |
291 | 102.05 | radiation | 10 | 4320 | > th | dose dependent | rect. | 7 | 1 |
306 | 102.05 | humidity | 80 | 14400 | > th | dose dependent | rect. | 14 | 11 |
324 | 102.06 | humidity | 90 | 14400 | < th | dose independent | no | NA | NA |
325 | 102.06 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 3 |
331 | 102.06 | humidity | 90 | 14400 | < th | dose independent | rect. | 13 | 22 |
375 | 102.07 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 23 |
404 | 102.08 | humidity | 70 | 14400 | > th | dose dependent | rect. | 15 | 1 |
433 | 102.10 | humidity | 80 | 14400 | > th | dose independent | rect. | 14 | 5 |
458 | 102.11 | wind | 7 | 43200 | > th | dose dependent | rect. | 2 | 4 |
466 | 102.12 | wind | 9 | 14400 | > th | dose independent | rect. | 5 | 5 |
482 | 102.12 | humidity | 80 | 14400 | > th | dose dependent | rect. | 11 | 9 |
487 | 102.13 | humidity | 80 | 14400 | > th | dose independent | rect. | 11 | 8 |
560 | 102.17 | humidity | 90 | 14400 | < th | dose independent | rect. | 5 | 14 |
634 | 102.20 | temperature | 25 | 14400 | < th | dose dependent | rect. | 17 | 1 |
666 | 102.21 | humidity | 80 | 14400 | > th | dose dependent | rect. | 21 | 23 |
717 | 102.24 | radiation | 1 | 14400 | > th | dose independent | rect. | 15 | 14 |
725 | 102.24 | humidity | 80 | 14400 | > th | dose dependent | no | NA | NA |
726 | 102.24 | temperature | 25 | 14400 | < th | dose dependent | rect. | 15 | 3 |
733 | 102.24 | humidity | 80 | 14400 | > th | dose dependent | rect. | 1 | 19 |
738 | 102.24 | humidity | 80 | 14400 | > th | dose dependent | rect. | 1 | 22 |
752 | 102.25 | temperature | 25 | 14400 | < th | dose dependent | rect. | 15 | 1 |
768 | 102.25 | humidity | 80 | 14400 | > th | dose dependent | rect. | 14 | 23 |
774 | 102.26 | radiation | 1 | 14400 | > th | dose independent | rect. | 15 | 3 |
788 | 102.26 | wind | 1 | 43200 | < th | dose dependent | rect. | 18 | 1 |
792 | 102.26 | radiation | 1 | 14400 | < th | dose dependent | rect. | 15 | 3 |
843 | 102.28 | radiation | 1 | 14400 | < th | dose independent | rect. | 15 | 3 |
877 | 102.28 | humidity | 80 | 14400 | > th | dose dependent | rect. | 4 | 16 |
933 | 102.30 | radiation | 1 | 14400 | < th | dose independent | rect. | 15 | 15 |
985 | 102.32 | radiation | 1 | 14400 | > th | dose independent | sin | 15 | NA |