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Os07g0492000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Nucleoside diphosphate kinase I (EC 2.7.4.6) (NDK I) (NDP kinase I) (NDPK I).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.69 | 0.233 | 14.7 | -0.747 | 0.445 | -0.463 | -0.581 | 0.605 | -0.316 | 19.9 | 50.97 | 65 | -- | -- |
25.43 | 0.235 | 14.7 | -0.73 | 0.454 | -0.408 | -0.609 | -- | -0.312 | 19.4 | 49.4 | 54 | -- | -- |
25.58 | 0.236 | 14.7 | -0.72 | 0.442 | -0.493 | -- | 0.506 | -0.317 | 20.3 | 51.31 | 55 | -- | -- |
26.18 | 0.238 | 14.7 | -0.717 | 0.446 | -0.472 | -- | -- | -0.317 | 20.3 | 51.99 | 48 | -- | -- |
29.08 | 0.251 | 14.7 | -0.832 | -- | -0.715 | -- | 0.896 | -0.367 | -- | 67.59 | 469 | -- | -- |
28.5 | 0.25 | 14.7 | -0.721 | 0.566 | -- | -0.761 | -- | -0.305 | 18.1 | -- | -- | -- | -- |
29.9 | 0.256 | 14.7 | -0.714 | 0.562 | -- | -- | -- | -0.308 | 18.2 | -- | -- | -- | -- |
29.73 | 0.254 | 14.7 | -0.694 | -- | -0.657 | -- | -- | -0.374 | -- | 71.67 | 473 | -- | -- |
39.68 | 0.293 | 14.7 | -- | 0.451 | -0.459 | -- | -- | -0.24 | 20.2 | 54 | 48 | -- | -- |
46.3 | 0.318 | 14.7 | -0.73 | -- | -- | -- | -- | -0.32 | -- | -- | -- | -- | -- |
43.34 | 0.308 | 14.7 | -- | 0.573 | -- | -- | -- | -0.228 | 18.2 | -- | -- | -- | -- |
40.52 | 0.296 | 14.7 | -- | -- | -0.712 | -- | -- | -0.334 | -- | 82 | 398 | -- | -- |
60.34 | 0.363 | 14.7 | -- | -- | -- | -- | -- | -0.239 | -- | -- | -- | -- | -- |
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 | 23.41 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
2 | 23.53 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
5 | 24.07 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
6 | 24.18 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
7 | 24.19 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 5 | 15 |
9 | 24.22 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 5 |
13 | 24.28 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 5 |
14 | 24.28 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 5 |
15 | 24.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 2 |
16 | 24.28 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 5 |
17 | 24.29 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
22 | 24.31 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
24 | 24.33 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 2 |
25 | 24.33 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 2 |
29 | 24.34 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
45 | 24.37 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
47 | 24.37 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 9 |
48 | 24.37 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 12 |
49 | 24.37 | humidity | 50.0 | 30 | > th | dose dependent | sin | 23 | NA |
54 | 24.38 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 2 |
65 | 24.39 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 7 | 6 |
81 | 24.43 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
85 | 24.45 | wind | 1.0 | 43200 | > th | dose independent | sin | 1 | NA |
87 | 24.45 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 5 |
90 | 24.46 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
92 | 24.46 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
94 | 24.46 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 8 | 14 |
100 | 24.48 | wind | 1.0 | 43200 | < th | dose independent | rect. | 6 | 7 |
104 | 24.49 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 21 |
106 | 24.50 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 23 |
107 | 24.51 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 2 |
108 | 24.51 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 22 |
114 | 24.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 4 |
115 | 24.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 23 |
124 | 24.54 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 23 |
127 | 24.55 | wind | 1.0 | 43200 | < th | dose independent | sin | 1 | NA |
137 | 24.56 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
150 | 24.56 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 12 |
154 | 24.56 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 23 |
159 | 24.57 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 17 |
165 | 24.57 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 8 | 9 |
176 | 24.58 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 1 | 23 |
177 | 24.58 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 14 | 23 |
183 | 24.59 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 4 |
184 | 24.59 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 15 |
185 | 24.59 | wind | 1.0 | 43200 | < th | dose dependent | sin | 23 | NA |
190 | 24.60 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 22 |
191 | 24.60 | humidity | 90.0 | 270 | > th | dose independent | rect. | 3 | 22 |
197 | 24.60 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 21 | 23 |
205 | 24.62 | wind | 1.0 | 43200 | < th | dose independent | rect. | 7 | 4 |
208 | 24.62 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 20 |
210 | 24.62 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 17 |
213 | 24.63 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 15 |
215 | 24.63 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 3 | 18 |
222 | 24.64 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
228 | 24.65 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 22 |
247 | 24.67 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 17 |
256 | 24.68 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 4 |
268 | 24.69 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 23 |
281 | 24.70 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 15 | 17 |
282 | 24.70 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 12 | 20 |
288 | 24.71 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 23 |
297 | 24.71 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 22 | 21 |
298 | 24.71 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 4 | 22 |
300 | 24.71 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
306 | 24.72 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 14 | 18 |
313 | 24.72 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 15 |
321 | 24.73 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 21 |
323 | 24.73 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 21 |
327 | 24.73 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 21 | NA |
329 | 24.73 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 12 |
334 | 24.74 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 14 | 2 |
357 | 24.74 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 18 |
361 | 24.74 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 4 |
396 | 24.76 | humidity | 90.0 | 270 | < th | dose independent | rect. | 20 | 22 |
397 | 24.76 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 23 |
398 | 24.76 | humidity | 90.0 | 30 | > th | dose dependent | sin | 22 | NA |
417 | 24.77 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 20 |
428 | 24.77 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 11 | 23 |
446 | 24.78 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 20 | 22 |
459 | 24.79 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 22 |
469 | 24.79 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 7 |
480 | 24.79 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 23 |
481 | 24.80 | wind | 1.0 | 43200 | > th | dose independent | no | NA | NA |
484 | 24.80 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 20 |
487 | 24.80 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 23 |
488 | 24.80 | humidity | 80.0 | 720 | > th | dose dependent | sin | 23 | NA |
489 | 24.80 | humidity | 50.0 | 90 | > th | dose dependent | no | NA | NA |
531 | 24.82 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 23 |
534 | 24.82 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 18 | 23 |
555 | 24.83 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 15 | 23 |
563 | 24.84 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 21 |
565 | 24.84 | humidity | 90.0 | 270 | > th | dose independent | rect. | 16 | 22 |
568 | 24.84 | wind | 3.0 | 43200 | < th | dose dependent | no | NA | NA |
585 | 24.85 | humidity | 90.0 | 270 | > th | dose independent | no | NA | NA |
598 | 24.85 | wind | 1.0 | 43200 | < th | dose independent | rect. | 15 | 23 |
599 | 24.85 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 23 |
601 | 24.85 | humidity | 90.0 | 270 | > th | dose independent | rect. | 7 | 23 |
602 | 24.85 | humidity | 90.0 | 270 | > th | dose independent | rect. | 13 | 23 |
616 | 24.85 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 23 |
644 | 24.86 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 7 | 23 |
660 | 24.87 | humidity | 90.0 | 270 | > th | dose independent | rect. | 19 | 23 |
667 | 24.87 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 18 | 12 |
669 | 24.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 15 |
677 | 24.87 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 1 | 22 |
704 | 24.89 | wind | 1.0 | 43200 | < th | dose independent | no | NA | NA |
742 | 24.90 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 5 |
762 | 24.90 | humidity | 90.0 | 270 | > th | dose independent | rect. | 11 | 23 |
785 | 24.90 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 24 | 18 |
801 | 24.91 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 20 |
805 | 24.91 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 23 |
825 | 24.91 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 19 |
849 | 24.92 | wind | 3.0 | 43200 | < th | dose dependent | sin | 12 | NA |
857 | 24.92 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 18 |
860 | 24.92 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 22 | 20 |
865 | 24.93 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
870 | 24.93 | humidity | 90.0 | 720 | > th | dose independent | rect. | 8 | 14 |
875 | 24.93 | humidity | 90.0 | 270 | > th | dose independent | rect. | 21 | 23 |
886 | 24.93 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 9 | 23 |
887 | 24.93 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 23 | 23 |
889 | 24.94 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 17 |
896 | 24.94 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 16 | 1 |
918 | 24.95 | wind | 3.0 | 43200 | < th | dose independent | rect. | 14 | 18 |
990 | 24.97 | wind | 3.0 | 43200 | > th | dose independent | rect. | 14 | 18 |