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Os03g0322000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Centromere protein-like protein (Fragment).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
66.88 | 0.384 | 3.08 | 0.109 | 0.0521 | -0.337 | -0.188 | 1.39 | 0.0675 | 2.91 | 50 | 4301 | -- | -- |
68.31 | 0.385 | 3.12 | 0.0507 | 0.043 | -0.0813 | -0.158 | -- | 0.0628 | 2.7 | 56 | 2299 | -- | -- |
66.93 | 0.381 | 3.08 | 0.12 | 0.0664 | -0.34 | -- | 1.38 | 0.0696 | 5.12 | 49.49 | 4279 | -- | -- |
68.3 | 0.385 | 3.12 | 0.0618 | 0.057 | -0.0685 | -- | -- | 0.0657 | 5.23 | 53 | 2457 | -- | -- |
67.15 | 0.382 | 3.08 | 0.108 | -- | -0.309 | -- | 1.32 | 0.0717 | -- | 49.37 | 4300 | -- | -- |
68.38 | 0.388 | 3.11 | 0.0428 | 0.0481 | -- | 0.163 | -- | 0.0814 | 7.85 | -- | -- | -- | -- |
68.4 | 0.387 | 3.11 | 0.0458 | 0.0593 | -- | -- | -- | 0.0804 | 5.76 | -- | -- | -- | -- |
68.48 | 0.385 | 3.12 | 0.0639 | -- | -0.0621 | -- | -- | 0.0678 | -- | 61 | 2402 | -- | -- |
68.39 | 0.385 | 3.12 | -- | 0.06 | -0.0559 | -- | -- | 0.0626 | 5.33 | 55.7 | 2459 | -- | -- |
68.58 | 0.387 | 3.11 | 0.0477 | -- | -- | -- | -- | 0.0818 | -- | -- | -- | -- | -- |
68.46 | 0.387 | 3.11 | -- | 0.06 | -- | -- | -- | 0.0753 | 5.73 | -- | -- | -- | -- |
68.56 | 0.386 | 3.12 | -- | -- | -0.0583 | -- | -- | 0.062 | -- | 61 | 2403 | -- | -- |
68.64 | 0.387 | 3.12 | -- | -- | -- | -- | -- | 0.0766 | -- | -- | -- | -- | -- |
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 | 64.20 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
2 | 64.25 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
3 | 64.28 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 3 | 23 |
4 | 64.30 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
5 | 64.31 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
6 | 64.33 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
7 | 64.33 | wind | 3.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
11 | 64.34 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
14 | 64.36 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 1 |
20 | 64.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 2 | 1 |
23 | 64.39 | humidity | 50.0 | 10 | > th | dose independent | rect. | 2 | 1 |
26 | 64.39 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 2 | 1 |
27 | 64.39 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 2 | 1 |
29 | 64.39 | radiation | 1.0 | 10 | < th | dose independent | rect. | 2 | 1 |
34 | 64.39 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 2 | 1 |
35 | 64.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 23 |
36 | 64.39 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
41 | 64.39 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 2 | 1 |
42 | 64.41 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 2 |
44 | 64.43 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
49 | 64.45 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
57 | 64.48 | humidity | 90.0 | 10 | > th | dose independent | rect. | 2 | 1 |
59 | 64.48 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 2 | 1 |
113 | 64.59 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
117 | 64.68 | wind | 9.0 | 10 | < th | dose independent | rect. | 3 | 23 |
119 | 64.72 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 23 |
122 | 64.72 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 23 |
132 | 64.87 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 3 |
138 | 64.90 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
139 | 64.90 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
142 | 64.90 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
146 | 64.90 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
155 | 64.90 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
156 | 64.90 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
176 | 64.90 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
192 | 64.95 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 20 | 4 |
195 | 64.98 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
197 | 64.99 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
198 | 65.01 | wind | 7.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
200 | 65.02 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 1 |
203 | 65.02 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
204 | 65.03 | wind | 1.0 | 30 | > th | dose independent | rect. | 20 | 1 |
206 | 65.03 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
208 | 65.03 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
209 | 65.03 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
212 | 65.03 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 20 | 1 |
215 | 65.03 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
217 | 65.03 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
222 | 65.03 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
224 | 65.03 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 23 |
225 | 65.03 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
230 | 65.03 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
232 | 65.05 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
233 | 65.05 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
236 | 65.06 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
241 | 65.07 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
245 | 65.08 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
256 | 65.12 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
264 | 65.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
267 | 65.14 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
271 | 65.14 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
278 | 65.14 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
279 | 65.14 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
299 | 65.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
352 | 65.27 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
373 | 65.43 | wind | 1.0 | 10 | < th | dose independent | rect. | 13 | 14 |
399 | 65.57 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 15 | 8 |
400 | 65.57 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 15 | 8 |
407 | 65.61 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
436 | 65.66 | temperature | 10.0 | 720 | > th | dose independent | rect. | 15 | 8 |
437 | 65.66 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 16 |
439 | 65.67 | temperature | 10.0 | 720 | > th | dose independent | rect. | 3 | 8 |
440 | 65.67 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 8 |
441 | 65.67 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 16 |
446 | 65.70 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 16 |
448 | 65.71 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 23 |
451 | 65.73 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 16 |
452 | 65.73 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 16 |
453 | 65.74 | wind | 1.0 | 10 | < th | dose independent | rect. | 8 | 19 |
456 | 65.75 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 7 |
457 | 65.76 | humidity | 50.0 | 720 | > th | dose independent | rect. | 3 | 8 |
458 | 65.76 | wind | 1.0 | 10 | < th | dose independent | rect. | 6 | 21 |
478 | 65.78 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 8 |
479 | 65.78 | temperature | 25.0 | 270 | > th | dose independent | rect. | 18 | 9 |
489 | 65.80 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 23 |
490 | 65.80 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 5 | 4 |
496 | 65.82 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 3 | 2 |
499 | 65.83 | wind | 1.0 | 10 | < th | dose independent | rect. | 17 | 10 |
504 | 65.84 | wind | 1.0 | 10 | < th | dose independent | rect. | 21 | 6 |
515 | 65.90 | radiation | 40.0 | 720 | < th | dose independent | rect. | 15 | 8 |
527 | 65.94 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 3 | 8 |
539 | 65.97 | temperature | 25.0 | 720 | > th | dose independent | rect. | 3 | 6 |
546 | 66.00 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
553 | 66.01 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 18 | 9 |
569 | 66.06 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
570 | 66.06 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 15 | 8 |
571 | 66.06 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 11 | 16 |
575 | 66.07 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
596 | 66.09 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 3 |
607 | 66.12 | radiation | 1.0 | 720 | < th | dose independent | rect. | 18 | 9 |
609 | 66.12 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 21 | 23 |
613 | 66.13 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 23 |
615 | 66.13 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 18 | 5 |
623 | 66.16 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
648 | 66.19 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 22 |
649 | 66.19 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 23 |
651 | 66.20 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 8 |
656 | 66.20 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 8 |
659 | 66.21 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
668 | 66.22 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 8 |
691 | 66.23 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 23 |
699 | 66.23 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 23 |
718 | 66.26 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 3 | 6 |
719 | 66.26 | radiation | 1.0 | 90 | < th | dose independent | rect. | 5 | 23 |
745 | 66.30 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
763 | 66.31 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 23 |
772 | 66.32 | wind | 9.0 | 720 | < th | dose independent | rect. | 15 | 6 |
781 | 66.33 | temperature | 30.0 | 720 | < th | dose independent | rect. | 15 | 6 |
788 | 66.34 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 2 | 12 |
789 | 66.34 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 21 |
798 | 66.34 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 18 | 9 |
803 | 66.35 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 9 |
809 | 66.36 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 14 | 12 |
813 | 66.37 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
821 | 66.38 | humidity | 90.0 | 720 | > th | dose independent | rect. | 3 | 1 |
823 | 66.38 | temperature | 25.0 | 10 | > th | dose independent | rect. | 24 | 20 |
857 | 66.41 | wind | 5.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
872 | 66.42 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 24 | 9 |
874 | 66.43 | radiation | 40.0 | 30 | < th | dose independent | rect. | 14 | 12 |
876 | 66.43 | atmosphere | 1000.0 | 720 | > th | dose independent | rect. | 21 | 18 |
878 | 66.43 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 3 | 6 |
880 | 66.43 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 15 |
881 | 66.44 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 20 | 1 |
884 | 66.44 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 16 |
885 | 66.44 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
886 | 66.44 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 20 | 1 |
888 | 66.44 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 16 |
893 | 66.45 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 8 |
901 | 66.46 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 20 | 1 |
912 | 66.47 | wind | 1.0 | 10 | > th | dose independent | sin | 17 | NA |
914 | 66.47 | humidity | 50.0 | 720 | > th | dose independent | rect. | 15 | 6 |
919 | 66.47 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 3 | 22 |
965 | 66.48 | wind | 1.0 | 10 | > th | dose independent | rect. | 23 | 10 |
969 | 66.48 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
981 | 66.49 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 13 | 2 |
986 | 66.49 | humidity | 60.0 | 10 | > th | dose independent | rect. | 14 | 12 |
989 | 66.49 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 18 |