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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.

Os07g0535700

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

Description : Galactose oxidase, central domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.7 (0.0402) R2 : 0.456
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.1 (0.109) R2dE : 0.561 R2E : 0.197
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.06 (0.0924) R2dN8 : 0.259 R2N8 : -0.105
σ : 0.734
deviance : 248.24
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C
peak time of C : --
E
wheather : temperature
threshold : 23.29
memory length : 1970
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
228.15 0.71 4.64 0.41 0.475 -2.12 0.204 -1.82 -0.908 16.4 23.19 2000 -- --
233.03 0.711 4.71 -0.316 0.558 -2.21 0.33 -- -1.13 15.5 23.66 2172 -- --
227.29 0.702 4.65 0.426 0.543 -2.14 -- -1.91 -0.925 15.9 23.17 2220 -- --
233.34 0.711 4.71 -0.312 0.561 -2.2 -- -- -1.12 15.4 23.65 2176 -- --
240.47 0.722 4.64 0.375 -- -2.1 -- -1.72 -0.919 -- 23.1 2009 -- --
428.6 0.971 4.51 0.625 0.487 -- 0.193 -- -0.174 17.6 -- -- -- --
428.69 0.97 4.51 0.624 0.488 -- -- -- -0.173 17.6 -- -- -- --
246.24 0.731 4.71 -0.292 -- -2.16 -- -- -1.12 -- 23.3 1974 -- --
235.63 0.715 4.7 -- 0.557 -2.12 -- -- -1.06 15.5 23.63 2168 -- --
441.04 0.981 4.5 0.608 -- -- -- -- -0.185 -- -- -- -- --
438.95 0.98 4.52 -- 0.478 -- -- -- -0.242 17.7 -- -- -- --
248.24 0.734 4.7 -- -- -2.1 -- -- -1.06 -- 23.29 1970 -- --
450.8 0.991 4.51 -- -- -- -- -- -0.252 -- -- -- -- --

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
1 222.40 temperature 20 1440 > th dose dependent rect. 18 14
2 222.70 temperature 20 1440 > th dose dependent rect. 18 8
3 222.73 temperature 20 1440 > th dose dependent rect. 19 6
12 223.21 temperature 20 1440 > th dose dependent rect. 20 3
22 223.74 temperature 20 1440 > th dose dependent sin 11 NA
83 227.28 temperature 30 720 < th dose dependent rect. 16 20
129 229.63 temperature 30 1440 < th dose dependent rect. 18 6
140 229.91 temperature 30 1440 < th dose dependent rect. 20 3
210 231.42 temperature 30 1440 < th dose dependent rect. 18 15
284 232.11 temperature 20 1440 > th dose dependent rect. 5 2
384 233.24 temperature 30 1440 < th dose dependent sin 12 NA
545 235.37 temperature 30 720 < th dose dependent rect. 8 23
587 235.85 temperature 30 720 < th dose dependent no NA NA
655 236.54 temperature 30 720 < th dose dependent rect. 24 23
656 236.55 temperature 30 720 < th dose dependent rect. 11 23
659 236.60 temperature 30 720 < th dose dependent rect. 5 23
675 236.92 temperature 20 1440 > th dose dependent no NA NA
711 237.32 temperature 30 720 < th dose dependent rect. 22 23