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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.

Os07g0531400

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

Description : Similar to Peroxidase 27 precursor (EC 1.11.1.7) (Atperox P27) (PRXR7) (ATP12a).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.82 (0.0187) R2 : 1.27e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.003 (0.0394) R2dN8 : 1.64e-05 R2N8 : 1.27e-05
σ : 0.353
deviance : 57.05
__
_____
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 = wind, 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
44.37 0.313 2.85 0.0579 0.14 -4.36 -0.657 -9.66 0.0141 5.13 8.983 29 -- --
47.58 0.321 2.81 0.0066 0.151 -2.51 -0.498 -- 0.00733 5.6 8.9 18 -- --
45.37 0.314 2.85 0.0527 0.14 -4.31 -- -9.87 0.0158 6.11 8.976 25 -- --
48.16 0.323 2.82 0.00256 0.135 -1.97 -- -- 0.0228 5.85 8.924 18 -- --
46.35 0.317 2.85 0.0552 -- -4.33 -- -10.2 0.0179 -- 8.978 25 -- --
55.79 0.35 2.83 -0.104 0.0834 -- -0.508 -- -0.0186 5.01 -- -- -- --
56.22 0.351 2.83 -0.102 0.103 -- -- -- -0.0158 7.4 -- -- -- --
49.09 0.326 2.82 0.00299 -- -1.9 -- -- 0.0246 -- 8.916 18 -- --
48.16 0.323 2.82 -- 0.135 -1.97 -- -- 0.0225 5.84 8.925 18 -- --
56.79 0.352 2.83 -0.1 -- -- -- -- -0.0141 -- -- -- -- --
56.49 0.352 2.82 -- 0.102 -- -- -- -0.00444 7.47 -- -- -- --
49.09 0.326 2.82 -- -- -1.9 -- -- 0.0242 -- 8.922 18 -- --
57.05 0.353 2.82 -- -- -- -- -- -0.003 -- -- -- -- --

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 40.91 wind 9 30 > th dose dependent rect. 11 1
30 41.35 wind 9 30 > th dose independent rect. 11 1
32 41.50 wind 9 30 > th dose dependent sin 5 NA
76 42.68 wind 9 30 > th dose independent sin 4 NA
78 42.72 wind 9 30 < th dose independent sin 5 NA
114 43.15 wind 9 30 > th dose independent rect. 11 5
118 43.24 wind 9 30 > th dose dependent rect. 11 5
290 45.25 wind 9 30 > th dose independent rect. 15 21
294 45.26 wind 9 30 < th dose independent no NA NA
527 46.18 wind 9 30 > th dose independent no NA NA
693 46.91 wind 9 30 > th dose dependent rect. 15 21
917 47.50 radiation 10 10 < th dose independent rect. 12 1
927 47.53 wind 9 30 > th dose dependent no NA NA