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Os09g0439100

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

Description : Similar to Cellulose synthase-like A4.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.25 (0.0238) R2 : 0.408
β1 : -0.854 (0.087) R2dD : 0.13 R2D : 0.131
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.64 (0.0507) R2dN8 : 0.277 R2N8 : 0.278
σ : 0.446
deviance : 91.14
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_____
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 = atmosphere, 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
74.05 0.404 8.27 -1.03 0.219 -0.71 0.291 -0.0888 0.506 9.31 1010 4433 -- --
74.05 0.401 8.27 -1.06 0.22 -0.713 0.311 -- 0.506 9.27 1009 4501 -- --
74.25 0.401 8.27 -1.02 0.217 -0.715 -- -0.114 0.511 10 1010 4424 -- --
74.28 0.401 8.27 -1.04 0.218 -0.713 -- -- 0.507 9.98 1010 4466 -- --
77.11 0.409 8.27 -1.02 -- -0.714 -- -0.113 0.515 -- 1010 4416 -- --
87.8 0.439 8.24 -0.866 0.229 -- 0.337 -- 0.639 8.88 -- -- -- --
88.1 0.44 8.24 -0.853 0.227 -- -- -- 0.64 9.54 -- -- -- --
77.14 0.409 8.28 -1.04 -- -0.709 -- -- 0.509 -- 1010 4425 -- --
100.37 0.467 8.24 -- 0.228 -0.58 -- -- 0.669 10.2 1012 3656 -- --
91.14 0.446 8.25 -0.854 -- -- -- -- 0.64 -- -- -- -- --
107.27 0.484 8.22 -- 0.229 -- -- -- 0.735 9.82 -- -- -- --
102.47 0.471 8.24 -- -- -0.643 -- -- 0.667 -- 1014 4240 -- --
110.4 0.49 8.23 -- -- -- -- -- 0.735 -- -- -- -- --

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 70.77 radiation 20 14400 > th dose independent rect. 17 14
2 70.92 humidity 50 43200 < th dose dependent rect. 13 1
4 71.01 radiation 20 14400 > th dose independent rect. 6 1
17 71.05 humidity 50 14400 < th dose dependent sin 8 NA
24 71.20 humidity 50 43200 < th dose dependent rect. 4 11
32 71.20 humidity 50 43200 < th dose dependent rect. 19 19
181 71.56 humidity 50 14400 < th dose dependent no NA NA
327 71.62 humidity 50 14400 < th dose independent rect. 10 3
332 71.66 humidity 50 14400 < th dose dependent rect. 12 23
354 71.74 humidity 50 43200 < th dose dependent rect. 12 21
383 71.79 humidity 50 14400 < th dose independent rect. 8 5
478 71.90 humidity 50 43200 < th dose independent rect. 13 1
684 72.06 humidity 50 43200 > th dose independent rect. 18 20
691 72.10 humidity 50 43200 > th dose independent rect. 3 11
707 72.13 humidity 50 43200 > th dose independent rect. 12 1
751 72.22 humidity 50 43200 < th dose independent sin 7 NA
767 72.26 humidity 50 43200 > th dose independent sin 7 NA
831 72.39 wind 7 14400 > th dose dependent rect. 16 1
837 72.40 humidity 60 14400 < th dose dependent rect. 7 2
923 72.57 humidity 60 43200 < th dose independent rect. 8 1
963 72.76 humidity 50 43200 > th dose independent rect. 16 1
968 72.79 wind 9 14400 < th dose independent rect. 16 1
974 72.82 wind 9 14400 > th dose independent rect. 16 1
975 72.83 atmosphere 1010 4320 < th dose independent rect. 13 1
976 72.83 wind 1 43200 < th dose dependent rect. 6 1
986 72.90 humidity 60 14400 > th dose independent rect. 8 1
990 72.92 humidity 50 43200 < th dose independent rect. 16 1
1000 72.93 atmosphere 1010 4320 > th dose independent rect. 12 1