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Os06g0264900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Endonuclease/exonuclease/phosphatase 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.52 | 0.233 | 11.6 | -1.01 | 0.333 | 2.18 | 0.00873 | -6.31 | -0.221 | 7.69 | 0.447 | 681 | -- | -- |
28.91 | 0.25 | 11.6 | -1.07 | 0.322 | 0.433 | 0.162 | -- | -0.191 | 7.43 | 0.4108 | 671 | -- | -- |
24.51 | 0.231 | 11.6 | -1.01 | 0.333 | 2.14 | -- | -6.19 | -0.22 | 7.68 | 0.4166 | 677 | -- | -- |
28.93 | 0.251 | 11.6 | -1.08 | 0.33 | 0.468 | -- | -- | -0.192 | 7.5 | 0.4964 | 726 | -- | -- |
30.49 | 0.257 | 11.6 | -1.01 | -- | 2.11 | -- | -6 | -0.215 | -- | 0.3534 | 677 | -- | -- |
30.36 | 0.258 | 11.6 | -1.14 | 0.332 | -- | 0.148 | -- | -0.177 | 7.67 | -- | -- | -- | -- |
30.42 | 0.258 | 11.6 | -1.13 | 0.332 | -- | -- | -- | -0.177 | 7.64 | -- | -- | -- | -- |
34.7 | 0.274 | 11.6 | -1.07 | -- | 0.495 | -- | -- | -0.187 | -- | 0.3858 | 628 | -- | -- |
51.93 | 0.336 | 11.6 | -- | 0.332 | 0.912 | -- | -- | -0.142 | 7.55 | 0.5 | 2219 | -- | -- |
36.36 | 0.282 | 11.6 | -1.13 | -- | -- | -- | -- | -0.172 | -- | -- | -- | -- | -- |
64.37 | 0.375 | 11.6 | -- | 0.324 | -- | -- | -- | -0.0509 | 7.88 | -- | -- | -- | -- |
57.32 | 0.353 | 11.6 | -- | -- | 0.909 | -- | -- | -0.131 | -- | 0.4643 | 2085 | -- | -- |
70.07 | 0.391 | 11.6 | -- | -- | -- | -- | -- | -0.047 | -- | -- | -- | -- | -- |
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 | 23.72 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
2 | 23.73 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
3 | 23.86 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 1 | 3 |
4 | 23.89 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 1 | 3 |
5 | 23.92 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 1 |
6 | 23.92 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 2 | 1 |
7 | 23.98 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 1 | 19 |
8 | 23.99 | precipitation | 0.1 | 720 | > th | dose independent | sin | 2 | NA |
11 | 24.00 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 6 | 8 |
12 | 24.01 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 7 | 7 |
14 | 24.04 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 23 | 18 |
15 | 24.04 | precipitation | 0.1 | 720 | > th | dose dependent | sin | 2 | NA |
24 | 24.10 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
25 | 24.10 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 2 | 15 |
30 | 24.13 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 6 | 6 |
34 | 24.13 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 6 | 6 |
36 | 24.15 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
41 | 24.16 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 23 | 6 |
44 | 24.16 | temperature | 20.0 | 720 | < th | dose dependent | sin | 1 | NA |
48 | 24.18 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 2 | 15 |
51 | 24.19 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 1 | 4 |
61 | 24.22 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 6 | 4 |
62 | 24.22 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 23 | 6 |
64 | 24.22 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 6 | 4 |
67 | 24.25 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
87 | 24.28 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 10 | 7 |
92 | 24.29 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 7 | 3 |
93 | 24.29 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 10 | 5 |
95 | 24.29 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 23 | 8 |
97 | 24.29 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 3 | 16 |
108 | 24.32 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 1 |
115 | 24.33 | temperature | 15.0 | 720 | > th | dose independent | rect. | 3 | 18 |
122 | 24.35 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 23 | 8 |
132 | 24.36 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 8 | 7 |
133 | 24.36 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 7 | 9 |
134 | 24.36 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 5 | 12 |
137 | 24.37 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 3 |
167 | 24.41 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 1 |
169 | 24.41 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 3 |
174 | 24.41 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
175 | 24.41 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 1 |
176 | 24.41 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 3 |
191 | 24.43 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 9 | 5 |
205 | 24.44 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 7 | 8 |
208 | 24.45 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 1 |
210 | 24.45 | temperature | 15.0 | 720 | > th | dose independent | rect. | 1 | 23 |
213 | 24.46 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
218 | 24.46 | humidity | 50.0 | 43200 | < th | dose dependent | rect. | 19 | 1 |
220 | 24.46 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
225 | 24.47 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 10 | 3 |
226 | 24.47 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 24 | 7 |
227 | 24.47 | wind | 9.0 | 1440 | > th | dose independent | rect. | 22 | 12 |
232 | 24.47 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 10 | 3 |
233 | 24.47 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 10 | 4 |
237 | 24.48 | wind | 9.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
246 | 24.48 | radiation | 1.0 | 720 | < th | dose independent | rect. | 8 | 6 |
255 | 24.48 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 11 | 2 |
260 | 24.48 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 8 | 6 |
270 | 24.49 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 10 | 21 |
281 | 24.49 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 9 | 6 |
287 | 24.50 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
312 | 24.51 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
313 | 24.51 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 10 | 1 |
314 | 24.51 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 2 | 1 |
317 | 24.51 | humidity | 90.0 | 720 | > th | dose independent | rect. | 7 | 9 |
321 | 24.51 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 10 | 1 |
322 | 24.51 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 2 | 1 |
337 | 24.52 | temperature | 15.0 | 1440 | > th | dose independent | sin | 4 | NA |
339 | 24.52 | temperature | 20.0 | 720 | < th | dose independent | rect. | 11 | 2 |
346 | 24.52 | temperature | 20.0 | 720 | < th | dose independent | rect. | 10 | 5 |
360 | 24.52 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
369 | 24.53 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
370 | 24.53 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
374 | 24.53 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 23 | 5 |
376 | 24.53 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 12 | 6 |
378 | 24.53 | humidity | 90.0 | 720 | > th | dose independent | rect. | 8 | 7 |
379 | 24.53 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 7 |
382 | 24.53 | temperature | 15.0 | 720 | < th | dose independent | rect. | 4 | 15 |
398 | 24.54 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
423 | 24.54 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 18 | 1 |
435 | 24.55 | temperature | 15.0 | 1440 | < th | dose independent | sin | 7 | NA |
436 | 24.55 | temperature | 15.0 | 1440 | < th | dose independent | sin | 5 | NA |
452 | 24.55 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 23 | 7 |
468 | 24.55 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 1 | 13 |
480 | 24.55 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 17 | 23 |
490 | 24.55 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 6 | 5 |
495 | 24.56 | temperature | 15.0 | 720 | > th | dose independent | sin | 1 | NA |
497 | 24.56 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
501 | 24.56 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
544 | 24.56 | temperature | 15.0 | 720 | < th | dose independent | rect. | 2 | 19 |
547 | 24.56 | wind | 3.0 | 4320 | < th | dose dependent | rect. | 2 | 1 |
548 | 24.56 | temperature | 15.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
549 | 24.56 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
574 | 24.56 | temperature | 15.0 | 1440 | < th | dose dependent | rect. | 23 | 13 |
585 | 24.57 | temperature | 15.0 | 720 | < th | dose independent | sin | 1 | NA |
587 | 24.57 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 24 | 1 |
632 | 24.57 | temperature | 15.0 | 1440 | < th | dose dependent | sin | 4 | NA |
653 | 24.57 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 1 | 19 |
656 | 24.58 | precipitation | 0.1 | 720 | > th | dose independent | no | NA | NA |
657 | 24.58 | precipitation | 0.1 | 720 | < th | dose independent | no | NA | NA |
660 | 24.58 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
685 | 24.58 | temperature | 15.0 | 90 | > th | dose independent | rect. | 3 | 23 |
686 | 24.58 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 9 | 23 |
687 | 24.58 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 12 | 23 |
690 | 24.58 | precipitation | 0.1 | 720 | < th | dose dependent | no | NA | NA |
746 | 24.60 | temperature | 15.0 | 720 | < th | dose independent | no | NA | NA |
747 | 24.60 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
757 | 24.60 | temperature | 15.0 | 720 | < th | dose independent | rect. | 19 | 10 |
761 | 24.60 | temperature | 15.0 | 720 | < th | dose independent | rect. | 18 | 12 |
784 | 24.60 | temperature | 15.0 | 720 | < th | dose independent | rect. | 9 | 21 |
786 | 24.60 | temperature | 15.0 | 720 | < th | dose independent | rect. | 17 | 21 |
792 | 24.60 | temperature | 15.0 | 720 | < th | dose independent | rect. | 13 | 22 |
808 | 24.60 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 6 | 1 |
830 | 24.61 | temperature | 15.0 | 720 | < th | dose independent | sin | 12 | NA |
856 | 24.61 | temperature | 15.0 | 720 | < th | dose independent | rect. | 4 | 23 |
896 | 24.61 | atmosphere | 1015.0 | 1440 | > th | dose dependent | rect. | 24 | 13 |
904 | 24.62 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
912 | 24.62 | temperature | 15.0 | 720 | < th | dose independent | rect. | 20 | 8 |
943 | 24.62 | temperature | 15.0 | 720 | < th | dose dependent | sin | 8 | NA |
946 | 24.62 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
958 | 24.62 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 21 | 14 |
963 | 24.62 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 22 | 20 |