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Os05g0155500

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Importin alpha-1b subunit.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 11.9 (0.0121) R2 : 0.0148
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0665 (0.0254) R2dN8 : 0.0191 R2N8 : 0.0148
σ : 0.227
deviance : 23.73
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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
18.39 0.201 11.9 0.159 0.0925 -0.264 0.549 -0.0494 0.0895 13.9 80 719 -- --
18.39 0.2 11.9 0.162 0.0923 -0.262 0.55 -- 0.0902 13.8 79.9 719 -- --
19.46 0.205 11.9 0.166 0.0799 -0.248 -- -0.13 0.0944 12.3 80 771 -- --
19.51 0.206 11.9 0.178 0.0749 -0.263 -- -- 0.0925 12.8 78.97 782 -- --
19.64 0.206 11.9 0.157 -- -0.326 -- -0.276 0.096 -- 79.82 895 -- --
20.13 0.21 11.9 0.151 0.193 -- 0.396 -- 0.0843 10.7 -- -- -- --
20.7 0.213 11.9 0.165 0.197 -- -- -- 0.0845 9.89 -- -- -- --
19.75 0.207 11.9 0.186 -- -0.33 -- -- 0.0945 -- 79 875 -- --
20.38 0.21 11.9 -- 0.0859 -0.229 -- -- 0.0734 12 79.53 767 -- --
23.03 0.224 11.9 0.163 -- -- -- -- 0.0845 -- -- -- -- --
21.42 0.216 11.9 -- 0.197 -- -- -- 0.0661 9.83 -- -- -- --
20.62 0.211 11.9 -- -- -0.324 -- -- 0.0804 -- 79.06 901 -- --
23.73 0.227 11.9 -- -- -- -- -- 0.0665 -- -- -- -- --

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 16.71 temperature 20.0 720 > th dose independent rect. 19 6
2 16.81 temperature 20.0 270 > th dose independent rect. 19 13
19 17.22 temperature 20.0 10 > th dose independent rect. 20 13
30 17.36 temperature 10.0 90 > th dose dependent rect. 19 14
36 17.42 humidity 80.0 720 > th dose independent rect. 4 3
51 17.51 humidity 70.0 720 > th dose dependent rect. 4 3
64 17.56 temperature 20.0 720 > th dose independent rect. 13 18
65 17.57 temperature 20.0 720 > th dose independent sin 13 NA
73 17.60 wind 7.0 720 < th dose independent rect. 16 3
92 17.69 temperature 20.0 270 > th dose independent sin 9 NA
94 17.69 atmosphere 995.0 14400 > th dose independent rect. 18 2
104 17.73 temperature 20.0 270 > th dose independent rect. 5 1
108 17.74 wind 7.0 4320 > th dose independent rect. 17 4
109 17.74 wind 7.0 4320 < th dose independent rect. 17 4
110 17.74 temperature 20.0 720 > th dose independent rect. 13 12
137 17.81 temperature 15.0 10 > th dose dependent rect. 20 13
138 17.81 humidity 50.0 90 > th dose dependent rect. 19 14
140 17.82 temperature 20.0 30 > th dose independent rect. 19 23
142 17.82 humidity 50.0 720 > th dose dependent rect. 19 6
152 17.84 temperature 10.0 720 > th dose dependent rect. 4 3
153 17.85 radiation 1.0 1440 > th dose independent rect. 13 1
155 17.85 temperature 20.0 90 > th dose independent rect. 23 10
160 17.85 wind 9.0 4320 > th dose dependent rect. 18 3
162 17.86 humidity 80.0 720 > th dose independent rect. 19 12
165 17.87 radiation 1.0 1440 < th dose independent rect. 11 1
170 17.87 radiation 1.0 1440 < th dose dependent rect. 11 1
177 17.89 temperature 20.0 270 > th dose independent rect. 4 3
190 17.91 atmosphere 995.0 14400 > th dose independent rect. 10 5
192 17.91 humidity 50.0 720 > th dose dependent rect. 19 12
196 17.92 atmosphere 995.0 90 > th dose independent rect. 9 10
200 17.92 humidity 80.0 720 > th dose independent rect. 15 16
203 17.92 humidity 50.0 720 > th dose dependent rect. 19 4
204 17.92 atmosphere 995.0 90 > th dose dependent rect. 9 10
209 17.93 radiation 40.0 90 < th dose independent rect. 19 14
212 17.93 precipitation 0.1 720 < th dose independent rect. 7 21
213 17.93 temperature 20.0 270 > th dose independent rect. 2 22
217 17.93 precipitation 0.1 720 < th dose dependent rect. 7 21
223 17.94 temperature 20.0 270 > th dose independent rect. 17 22
235 17.96 temperature 20.0 10 > th dose independent sin 8 NA
244 17.97 atmosphere 995.0 720 > th dose independent rect. 16 3
254 17.98 humidity 80.0 720 > th dose independent rect. 12 19
257 17.99 radiation 1.0 1440 > th dose independent rect. 11 1
259 17.99 radiation 1.0 1440 > th dose independent rect. 10 4
268 18.00 radiation 1.0 1440 < th dose independent rect. 9 5
269 18.00 atmosphere 995.0 14400 > th dose independent rect. 11 9
273 18.00 humidity 60.0 90 > th dose independent rect. 19 14
277 18.00 radiation 1.0 1440 < th dose dependent rect. 9 5
281 18.01 radiation 1.0 1440 < th dose independent rect. 10 3
290 18.01 radiation 30.0 14400 < th dose independent rect. 17 13
295 18.01 radiation 1.0 1440 < th dose dependent rect. 10 3
308 18.02 temperature 20.0 90 > th dose independent rect. 5 12
317 18.03 wind 1.0 720 > th dose independent rect. 16 3
319 18.03 temperature 10.0 90 > th dose independent rect. 9 10
320 18.03 atmosphere 1015.0 90 < th dose independent rect. 9 10
324 18.03 temperature 10.0 90 > th dose independent rect. 19 14
326 18.03 atmosphere 995.0 90 > th dose independent rect. 19 14
333 18.04 radiation 1.0 1440 < th dose independent rect. 13 1
342 18.04 temperature 20.0 270 > th dose independent rect. 3 12
347 18.04 wind 9.0 90 < th dose independent rect. 19 14
352 18.04 temperature 20.0 270 > th dose independent rect. 4 18
355 18.04 radiation 1.0 1440 < th dose dependent rect. 13 1
399 18.07 atmosphere 995.0 14400 < th dose independent rect. 15 3
400 18.07 precipitation 0.1 720 < th dose independent rect. 16 3
422 18.07 precipitation 0.1 720 < th dose dependent rect. 16 3
434 18.08 precipitation 0.1 90 < th dose independent rect. 9 10
439 18.08 precipitation 0.1 90 < th dose dependent rect. 9 10
445 18.09 radiation 20.0 720 < th dose independent rect. 4 3
477 18.09 temperature 30.0 90 < th dose independent rect. 19 14
486 18.10 atmosphere 995.0 14400 < th dose independent rect. 16 1
492 18.10 wind 1.0 14400 > th dose independent rect. 24 3
514 18.10 atmosphere 995.0 14400 < th dose dependent rect. 16 1
516 18.10 atmosphere 995.0 14400 < th dose dependent rect. 16 3
537 18.11 wind 1.0 90 > th dose independent rect. 9 10
549 18.11 temperature 20.0 90 > th dose dependent rect. 5 4
554 18.12 wind 9.0 90 < th dose independent rect. 9 10
560 18.12 atmosphere 995.0 720 > th dose independent rect. 7 21
574 18.13 humidity 60.0 720 > th dose independent rect. 19 6
584 18.13 humidity 80.0 720 < th dose independent rect. 15 22
591 18.14 humidity 80.0 720 > th dose independent sin 12 NA
603 18.14 temperature 20.0 720 < th dose independent rect. 19 9
604 18.14 atmosphere 1000.0 720 > th dose independent rect. 1 9
610 18.14 precipitation 0.1 90 < th dose independent rect. 19 14
614 18.14 wind 3.0 1440 < th dose dependent rect. 6 1
621 18.14 atmosphere 995.0 90 > th dose dependent rect. 16 13
624 18.14 precipitation 0.1 90 < th dose dependent rect. 19 14
627 18.15 temperature 10.0 720 > th dose independent rect. 16 3
630 18.15 atmosphere 1015.0 720 < th dose independent rect. 16 3
634 18.15 radiation 40.0 720 < th dose independent rect. 16 3
646 18.15 wind 5.0 90 < th dose independent rect. 17 12
649 18.15 atmosphere 1000.0 720 > th dose independent rect. 22 15
656 18.15 temperature 10.0 720 > th dose independent rect. 19 21
666 18.16 wind 9.0 720 < th dose independent rect. 4 3
667 18.16 temperature 10.0 720 > th dose independent rect. 4 3
668 18.16 temperature 30.0 720 < th dose independent rect. 4 3
669 18.16 humidity 50.0 720 > th dose independent rect. 4 3
671 18.16 atmosphere 995.0 720 > th dose independent rect. 4 3
672 18.16 atmosphere 1015.0 720 < th dose independent rect. 4 3
681 18.16 temperature 10.0 720 > th dose independent rect. 7 21
683 18.16 wind 9.0 720 < th dose dependent rect. 16 3
714 18.17 wind 9.0 14400 < th dose independent rect. 20 1
725 18.17 temperature 20.0 30 > th dose independent rect. 5 22
730 18.17 wind 9.0 720 < th dose dependent rect. 4 3
739 18.17 radiation 20.0 4320 < th dose dependent rect. 19 10
747 18.18 atmosphere 995.0 14400 > th dose independent rect. 16 1
751 18.18 precipitation 0.1 720 < th dose independent rect. 4 3
770 18.18 radiation 10.0 4320 < th dose dependent rect. 2 3
771 18.18 precipitation 0.1 720 < th dose dependent rect. 4 3
784 18.19 temperature 30.0 720 < th dose independent rect. 19 6
786 18.19 atmosphere 995.0 720 > th dose independent rect. 19 6
787 18.19 radiation 1.0 720 < th dose independent rect. 19 6
800 18.19 temperature 10.0 720 > th dose independent rect. 1 18
803 18.19 temperature 20.0 720 < th dose independent rect. 8 20
809 18.19 radiation 10.0 720 < th dose dependent rect. 19 6
817 18.20 radiation 1.0 720 > th dose independent rect. 16 3
841 18.20 radiation 40.0 720 < th dose dependent rect. 4 3
850 18.21 temperature 10.0 720 > th dose independent rect. 7 6
852 18.21 atmosphere 995.0 720 > th dose independent rect. 7 6
853 18.21 atmosphere 1015.0 720 < th dose independent rect. 7 6
854 18.21 precipitation 0.1 720 < th dose independent rect. 7 6
866 18.21 wind 9.0 720 < th dose independent rect. 7 21
872 18.21 precipitation 0.1 720 < th dose dependent rect. 7 6
879 18.22 wind 9.0 14400 > th dose independent rect. 20 1
880 18.22 wind 5.0 4320 < th dose independent rect. 21 1
885 18.22 wind 9.0 14400 < th dose independent rect. 20 5
898 18.22 humidity 50.0 720 > th dose independent rect. 19 21
899 18.22 radiation 10.0 4320 < th dose dependent rect. 4 1
903 18.22 temperature 10.0 720 > th dose dependent rect. 19 6
908 18.22 atmosphere 1015.0 90 < th dose dependent rect. 19 14
932 18.24 wind 7.0 14400 > th dose independent rect. 20 4
937 18.24 humidity 60.0 14400 > th dose independent rect. 2 6
942 18.24 humidity 50.0 4320 > th dose independent rect. 20 14
946 18.24 precipitation 0.1 720 < th dose independent rect. 1 18
949 18.24 humidity 80.0 720 > th dose independent rect. 19 22
966 18.24 precipitation 0.1 720 < th dose dependent rect. 1 18
967 18.24 atmosphere 995.0 90 > th dose dependent rect. 9 20
970 18.25 radiation 10.0 270 < th dose independent rect. 5 1
995 18.26 temperature 20.0 720 < th dose independent rect. 23 4
998 18.26 wind 9.0 720 < th dose independent rect. 19 6