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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os08g0528000

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

Description : Peptidase C19, ubiquitin carboxyl-terminal hydrolase 2 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.15 (0.0122) R2 : 0.00342
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0321 (0.0257) R2dN8 : 0.00442 R2N8 : 0.00342
σ : 0.229
deviance : 24.17
__
_____
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 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
21.08 0.216 3.16 0.16 0.114 0.224 0.00252 0.998 -0.0555 7.97 91 5911 -- --
22.37 0.22 3.15 0.0941 0.144 0.276 -0.00728 -- -0.0875 7.56 96 4826 -- --
21.08 0.214 3.16 0.16 0.114 0.224 -- 0.998 -0.0555 7.96 91 5912 -- --
22.37 0.22 3.15 0.0856 0.113 0.28 -- -- -0.0778 7.6 92.31 4345 -- --
21.79 0.217 3.16 0.161 -- 0.225 -- 0.989 -0.0542 -- 90.62 5876 -- --
23.34 0.226 3.14 0.0753 0.112 -- -0.00938 -- -0.0252 7.9 -- -- -- --
23.34 0.226 3.14 0.0751 0.112 -- -- -- -0.0251 7.92 -- -- -- --
23.04 0.224 3.16 0.0865 -- 0.282 -- -- -0.0777 -- 91 4327 -- --
22.54 0.221 3.15 -- 0.111 0.273 -- -- -0.0806 7.82 88 4306 -- --
24.02 0.229 3.14 0.0763 -- -- -- -- -0.0236 -- -- -- -- --
23.48 0.227 3.14 -- 0.113 -- -- -- -0.0335 7.88 -- -- -- --
23.22 0.224 3.16 -- -- 0.275 -- -- -0.0787 -- 88 4321 -- --
24.17 0.229 3.15 -- -- -- -- -- -0.0321 -- -- -- -- --

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 20.84 humidity 80 14400 < th dose dependent rect. 3 6
5 20.91 humidity 80 14400 < th dose dependent rect. 21 13
6 20.92 humidity 80 14400 < th dose dependent rect. 23 11
11 20.95 humidity 70 14400 > th dose independent rect. 6 4
25 20.98 humidity 70 14400 < th dose independent rect. 8 2
28 20.99 humidity 70 14400 < th dose independent rect. 20 14
64 21.24 humidity 70 4320 > th dose dependent rect. 3 8
65 21.25 humidity 70 4320 > th dose independent rect. 10 1
84 21.26 humidity 50 4320 > th dose dependent rect. 23 16
85 21.27 humidity 70 4320 > th dose independent rect. 8 7
86 21.27 humidity 80 14400 < th dose dependent sin 8 NA
92 21.28 humidity 60 14400 < th dose independent rect. 11 1
95 21.28 humidity 70 4320 > th dose independent rect. 8 9
96 21.28 humidity 80 4320 > th dose dependent rect. 7 2
103 21.28 humidity 50 4320 > th dose dependent rect. 2 13
123 21.29 humidity 70 4320 > th dose independent rect. 20 21
151 21.30 humidity 50 4320 > th dose dependent sin 5 NA
152 21.30 humidity 50 14400 > th dose dependent rect. 8 1
162 21.30 humidity 90 4320 < th dose dependent rect. 23 17
167 21.31 humidity 70 4320 < th dose independent rect. 8 7
168 21.31 humidity 70 4320 < th dose independent rect. 8 9
183 21.31 humidity 50 4320 > th dose dependent rect. 11 2
197 21.32 humidity 70 4320 > th dose independent sin 2 NA
285 21.34 humidity 70 4320 < th dose independent rect. 10 3
371 21.35 humidity 90 4320 < th dose dependent rect. 3 13
406 21.36 humidity 90 4320 < th dose dependent sin 5 NA
424 21.37 humidity 70 4320 < th dose independent sin 1 NA
441 21.37 wind 1 14400 < th dose dependent rect. 6 1
497 21.38 humidity 80 4320 < th dose dependent rect. 11 2
544 21.39 humidity 90 4320 < th dose dependent rect. 10 6
615 21.40 humidity 70 4320 > th dose independent rect. 16 23
643 21.41 humidity 70 4320 > th dose independent no NA NA
745 21.42 wind 3 14400 > th dose independent rect. 19 1
766 21.42 humidity 70 4320 > th dose independent rect. 10 23
767 21.42 humidity 70 4320 > th dose independent rect. 13 23
857 21.44 wind 1 14400 < th dose independent rect. 4 3
972 21.46 humidity 70 4320 < th dose independent no NA NA