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Os10g0561100

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

Description : Similar to Quinone oxidoreductase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.7 (0.0235) R2 : 0.404
β1 : -0.936 (0.086) R2dD : 0.161 R2D : 0.18
β2 : 0.587 (0.0557) R2dC : 0.146 R2C : 0.131
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.33 (0.0501) R2dN8 : 0.0757 R2N8 : 0.0932
σ : 0.442
deviance : 88.92
__
_____
C
peak time of C : 11.7
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 = wind, 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
81.22 0.423 7.73 -0.799 0.588 0.498 0.764 0.345 0.197 11.3 8.874 5008 -- --
80.63 0.418 7.75 -0.838 0.601 0.377 0.832 -- 0.106 11.1 10.01 4998 -- --
83.58 0.426 7.74 -0.766 0.567 0.497 -- 0.205 0.169 11.3 9.27 4998 -- --
83.05 0.424 7.75 -0.852 0.584 0.394 -- -- 0.0908 11.2 10.17 5001 -- --
101.33 0.469 7.72 -0.778 -- 0.567 -- 0.211 0.223 -- 9.657 4633 -- --
86.34 0.436 7.7 -0.967 0.59 -- 0.773 -- 0.326 11.6 -- -- -- --
88.92 0.442 7.7 -0.936 0.587 -- -- -- 0.33 11.7 -- -- -- --
99.82 0.465 7.73 -0.924 -- 0.471 -- -- 0.128 -- 10.37 4631 -- --
87.03 0.434 7.65 -- 0.583 0.93 -- -- 0.531 11.7 5.447 31785 -- --
110.6 0.491 7.71 -0.953 -- -- -- -- 0.322 -- -- -- -- --
112 0.495 7.67 -- 0.598 -- -- -- 0.434 11.8 -- -- -- --
108.37 0.485 7.66 -- -- 0.999 -- -- 0.539 -- 6.044 31772 -- --
134.54 0.541 7.69 -- -- -- -- -- 0.428 -- -- -- -- --

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 73.10 wind 1.0 270 < th dose dependent rect. 22 1
3 74.26 wind 1.0 270 < th dose independent rect. 22 1
12 76.63 wind 1.0 30 < th dose dependent rect. 22 4
26 77.80 wind 1.0 270 < th dose dependent rect. 13 10
27 77.95 wind 7.0 1440 > th dose independent rect. 3 1
28 77.95 wind 7.0 1440 > th dose dependent rect. 3 1
36 78.09 wind 9.0 1440 < th dose independent rect. 9 1
44 78.51 wind 1.0 30 < th dose dependent rect. 12 14
46 78.75 wind 1.0 30 < th dose dependent rect. 10 16
47 78.81 wind 9.0 1440 > th dose independent rect. 9 1
56 78.83 wind 1.0 10 < th dose dependent rect. 1 1
92 79.35 wind 9.0 1440 < th dose independent rect. 3 7
94 79.41 wind 7.0 1440 > th dose dependent rect. 7 3
102 79.45 wind 9.0 1440 > th dose dependent rect. 9 1
113 79.47 wind 9.0 1440 < th dose independent rect. 5 5
118 79.61 wind 1.0 1440 < th dose independent rect. 6 1
122 79.69 wind 9.0 1440 < th dose dependent rect. 3 6
123 79.70 wind 1.0 270 < th dose dependent rect. 9 15
125 79.72 wind 1.0 1440 > th dose independent rect. 6 1
142 79.85 wind 1.0 4320 < th dose dependent rect. 6 1
151 79.90 wind 1.0 1440 > th dose dependent rect. 3 6
153 79.90 temperature 25.0 720 > th dose dependent rect. 24 8
159 79.95 wind 1.0 10 < th dose independent rect. 1 1
165 79.98 wind 5.0 1440 > th dose independent rect. 6 2
194 80.10 wind 1.0 10 < th dose independent rect. 22 4
209 80.15 wind 1.0 10 < th dose independent rect. 14 12
210 80.15 wind 1.0 10 < th dose independent rect. 12 14
220 80.18 wind 1.0 10 < th dose independent rect. 17 9
241 80.25 radiation 1.0 1440 < th dose independent rect. 22 11
246 80.26 radiation 1.0 1440 > th dose independent rect. 4 5
251 80.26 radiation 1.0 1440 < th dose independent rect. 24 9
259 80.27 radiation 1.0 1440 < th dose independent rect. 2 7
267 80.28 radiation 1.0 1440 < th dose independent rect. 4 5
272 80.28 wind 7.0 1440 < th dose dependent rect. 6 2
306 80.34 humidity 80.0 14400 > th dose independent rect. 7 2
312 80.35 temperature 25.0 1440 > th dose independent rect. 24 9
316 80.36 temperature 25.0 1440 < th dose independent rect. 24 9
353 80.45 radiation 1.0 1440 > th dose independent rect. 6 1
379 80.53 radiation 1.0 1440 < th dose independent rect. 6 1
431 80.61 precipitation 0.1 14400 < th dose independent rect. 3 1
435 80.61 precipitation 0.1 14400 < th dose dependent rect. 3 1
446 80.63 temperature 25.0 4320 < th dose independent rect. 23 3
451 80.64 temperature 25.0 4320 < th dose independent rect. 22 6
493 80.70 wind 1.0 4320 > th dose dependent rect. 4 1
504 80.71 wind 1.0 1440 > th dose dependent rect. 6 2
511 80.72 wind 9.0 4320 < th dose dependent rect. 4 1
522 80.74 precipitation 0.1 14400 > th dose independent rect. 3 1
555 80.77 temperature 25.0 4320 < th dose independent rect. 23 1
609 80.84 radiation 1.0 720 > th dose independent rect. 18 1
656 80.92 humidity 80.0 14400 < th dose independent rect. 8 1
701 80.97 humidity 60.0 1440 > th dose dependent rect. 8 1
703 80.98 temperature 25.0 4320 > th dose independent rect. 22 5
705 80.98 precipitation 0.1 14400 > th dose dependent rect. 3 1
816 81.14 atmosphere 995.0 43200 > th dose independent rect. 1 9
817 81.14 atmosphere 995.0 43200 < th dose independent rect. 24 10
826 81.14 atmosphere 995.0 43200 < th dose dependent rect. 23 10
828 81.15 atmosphere 995.0 43200 > th dose independent rect. 3 6
829 81.15 atmosphere 995.0 43200 < th dose independent rect. 2 7
840 81.16 atmosphere 995.0 43200 > th dose independent rect. 23 12
842 81.16 atmosphere 995.0 43200 < th dose independent rect. 22 13
843 81.16 temperature 30.0 4320 > th dose dependent rect. 8 1
866 81.18 atmosphere 995.0 43200 < th dose independent rect. 4 4
868 81.18 atmosphere 995.0 43200 > th dose independent rect. 21 15
873 81.18 humidity 90.0 1440 < th dose dependent rect. 8 1
885 81.20 temperature 25.0 270 > th dose independent rect. 24 8
887 81.20 atmosphere 995.0 43200 < th dose dependent sin 10 NA
909 81.23 humidity 90.0 1440 < th dose independent rect. 7 2
943 81.28 precipitation 0.1 1440 < th dose independent rect. 4 2
949 81.28 precipitation 0.1 1440 < th dose dependent rect. 4 2
953 81.29 wind 1.0 1440 > th dose independent rect. 22 1
954 81.29 temperature 25.0 4320 > th dose independent rect. 23 1
958 81.30 atmosphere 995.0 43200 > th dose independent rect. 5 3
961 81.30 atmosphere 995.0 43200 < th dose dependent rect. 3 5
963 81.31 atmosphere 995.0 43200 < th dose independent sin 8 NA
986 81.33 humidity 70.0 14400 > th dose dependent rect. 8 1
987 81.33 wind 7.0 14400 < th dose dependent rect. 2 2
992 81.34 wind 3.0 1440 > th dose independent rect. 3 1
997 81.34 radiation 20.0 4320 > th dose independent rect. 16 16