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Os03g0192400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : GRIM-19 family 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.87 | 0.199 | 10.7 | -0.206 | 0.638 | -0.473 | 0.571 | 0.238 | -0.11 | 9.45 | 52.62 | 36 | -- | -- |
17.95 | 0.199 | 10.7 | -0.196 | 0.616 | -0.481 | 0.493 | -- | -0.111 | 9.38 | 52.62 | 36 | -- | -- |
18.81 | 0.204 | 10.7 | -0.176 | 0.616 | -0.465 | -- | -0.0839 | -0.11 | 9.48 | 52.62 | 36 | -- | -- |
18.83 | 0.203 | 10.7 | -0.178 | 0.616 | -0.468 | -- | -- | -0.11 | 9.47 | 52.62 | 36 | -- | -- |
39.27 | 0.293 | 10.7 | -0.174 | -- | -0.604 | -- | -0.0204 | -0.123 | -- | 60.34 | 16 | -- | -- |
21.67 | 0.218 | 10.7 | -0.196 | 0.754 | -- | 0.429 | -- | -0.0992 | 10.9 | -- | -- | -- | -- |
22.44 | 0.222 | 10.7 | -0.178 | 0.752 | -- | -- | -- | -0.0976 | 10.9 | -- | -- | -- | -- |
39.16 | 0.293 | 10.7 | -0.176 | -- | -0.62 | -- | -- | -0.121 | -- | 58.67 | 2 | -- | -- |
19.66 | 0.208 | 10.7 | -- | 0.616 | -0.468 | -- | -- | -0.0903 | 9.5 | 52.62 | 36 | -- | -- |
57.57 | 0.355 | 10.7 | -0.195 | -- | -- | -- | -- | -0.103 | -- | -- | -- | -- | -- |
23.28 | 0.226 | 10.7 | -- | 0.753 | -- | -- | -- | -0.0778 | 11 | -- | -- | -- | -- |
39.97 | 0.295 | 10.7 | -- | -- | -0.62 | -- | -- | -0.103 | -- | 59 | 2 | -- | -- |
58.56 | 0.357 | 10.7 | -- | -- | -- | -- | -- | -0.0814 | -- | -- | -- | -- | -- |
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 | 16.62 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 1 |
5 | 17.04 | humidity | 70 | 1440 | > th | dose dependent | rect. | 9 | 5 |
8 | 17.10 | humidity | 90 | 30 | < th | dose dependent | rect. | 11 | 23 |
11 | 17.19 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 1 |
21 | 17.49 | humidity | 80 | 1440 | < th | dose independent | rect. | 9 | 5 |
23 | 17.55 | humidity | 80 | 1440 | > th | dose independent | rect. | 9 | 5 |
26 | 17.56 | humidity | 50 | 30 | > th | dose dependent | rect. | 23 | 23 |
27 | 17.57 | humidity | 80 | 1440 | > th | dose independent | rect. | 10 | 2 |
29 | 17.59 | humidity | 80 | 1440 | < th | dose independent | rect. | 10 | 2 |
47 | 17.71 | humidity | 50 | 30 | > th | dose dependent | rect. | 21 | 23 |
61 | 17.81 | radiation | 20 | 1440 | > th | dose independent | rect. | 9 | 1 |
76 | 17.87 | humidity | 70 | 30 | > th | dose dependent | rect. | 23 | 21 |
78 | 17.88 | humidity | 90 | 30 | < th | dose dependent | rect. | 9 | 23 |
79 | 17.88 | humidity | 90 | 30 | < th | dose dependent | rect. | 22 | 23 |
87 | 17.90 | humidity | 50 | 30 | > th | dose dependent | no | NA | NA |
99 | 17.94 | humidity | 90 | 90 | < th | dose dependent | rect. | 19 | 23 |
106 | 17.97 | humidity | 90 | 30 | < th | dose dependent | rect. | 24 | 23 |
107 | 17.99 | humidity | 90 | 10 | < th | dose dependent | rect. | 5 | 23 |
112 | 18.00 | humidity | 90 | 10 | < th | dose dependent | rect. | 5 | 21 |
116 | 18.01 | humidity | 90 | 30 | < th | dose dependent | no | NA | NA |
119 | 18.01 | humidity | 90 | 30 | < th | dose dependent | rect. | 3 | 23 |
130 | 18.03 | humidity | 90 | 30 | < th | dose dependent | rect. | 24 | 21 |
152 | 18.05 | humidity | 60 | 90 | > th | dose dependent | rect. | 7 | 23 |
171 | 18.07 | humidity | 50 | 10 | > th | dose dependent | rect. | 17 | 23 |
182 | 18.09 | humidity | 60 | 30 | > th | dose dependent | rect. | 19 | 23 |
229 | 18.14 | humidity | 70 | 30 | > th | dose dependent | rect. | 23 | 19 |
232 | 18.14 | humidity | 60 | 30 | > th | dose dependent | rect. | 15 | 23 |
243 | 18.17 | humidity | 90 | 30 | < th | dose dependent | sin | 23 | NA |
245 | 18.17 | humidity | 90 | 30 | < th | dose dependent | rect. | 22 | 20 |
257 | 18.19 | radiation | 10 | 1440 | > th | dose dependent | rect. | 9 | 1 |
273 | 18.21 | humidity | 90 | 30 | < th | dose dependent | rect. | 24 | 18 |
288 | 18.22 | humidity | 90 | 30 | < th | dose dependent | rect. | 13 | 23 |
313 | 18.24 | humidity | 60 | 30 | > th | dose dependent | rect. | 13 | 23 |
319 | 18.25 | humidity | 80 | 30 | > th | dose dependent | sin | 22 | NA |
332 | 18.25 | humidity | 90 | 30 | < th | dose dependent | rect. | 15 | 23 |
355 | 18.27 | humidity | 90 | 30 | < th | dose dependent | rect. | 3 | 15 |
364 | 18.27 | humidity | 90 | 30 | < th | dose dependent | rect. | 17 | 23 |
366 | 18.28 | humidity | 80 | 90 | > th | dose independent | rect. | 9 | 10 |
368 | 18.28 | humidity | 90 | 30 | < th | dose dependent | rect. | 5 | 13 |
430 | 18.32 | humidity | 50 | 30 | > th | dose dependent | sin | 0 | NA |
446 | 18.32 | humidity | 60 | 30 | > th | dose dependent | rect. | 1 | 23 |
449 | 18.33 | radiation | 20 | 1440 | < th | dose independent | rect. | 9 | 1 |
480 | 18.34 | humidity | 60 | 30 | > th | dose dependent | rect. | 11 | 23 |
497 | 18.35 | humidity | 60 | 90 | > th | dose dependent | rect. | 9 | 23 |
511 | 18.36 | humidity | 80 | 90 | > th | dose dependent | rect. | 7 | 12 |
533 | 18.37 | humidity | 90 | 30 | < th | dose dependent | rect. | 11 | 21 |
544 | 18.38 | radiation | 40 | 1440 | < th | dose dependent | rect. | 9 | 1 |
563 | 18.40 | radiation | 10 | 720 | > th | dose independent | rect. | 9 | 22 |
585 | 18.41 | radiation | 10 | 720 | > th | dose independent | rect. | 9 | 8 |
652 | 18.43 | humidity | 90 | 30 | < th | dose dependent | rect. | 9 | 19 |
691 | 18.45 | humidity | 90 | 30 | < th | dose dependent | rect. | 9 | 17 |
700 | 18.46 | humidity | 80 | 90 | > th | dose independent | rect. | 7 | 12 |
808 | 18.51 | humidity | 80 | 30 | > th | dose independent | rect. | 23 | 21 |
809 | 18.51 | temperature | 25 | 30 | > th | dose independent | rect. | 5 | 23 |
824 | 18.51 | humidity | 90 | 30 | < th | dose dependent | rect. | 9 | 14 |
827 | 18.52 | radiation | 10 | 720 | > th | dose independent | sin | 21 | NA |
855 | 18.52 | humidity | 60 | 90 | > th | dose dependent | rect. | 3 | 23 |
913 | 18.55 | humidity | 80 | 1440 | < th | dose independent | sin | 3 | NA |
937 | 18.56 | humidity | 80 | 720 | < th | dose independent | sin | 1 | NA |
969 | 18.56 | humidity | 90 | 30 | < th | dose dependent | rect. | 9 | 12 |