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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.

Os02g0546800

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

Description : Pathogenesis-related transcriptional factor and ERF domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.9 (0.0147) R2 : 0.000748
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0181 (0.0309) R2dN8 : 0.000965 R2N8 : 0.000748
σ : 0.277
deviance : 35.1
__
_____
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
22.83 0.223 962 -5860 0.0394 280000 -0.21 -1710000 -0.00277 4.09 995 10 -- --
19.34 0.206 2.9 0.0693 0.00563 3.89 0.257 -- 5.98e-05 13.8 994.8 14 -- --
22.84 0.223 962 -5860 0.0608 280000 -- -1710000 0.00251 7.85 995 10 -- --
19.44 0.205 2.9 0.0794 0.0506 3.93 -- -- 0.00288 7.95 994.8 14 -- --
22.96 0.223 956 -5830 -- 280000 -- -1710000 0.00184 -- 995 10 -- --
34.37 0.275 2.9 0.0896 0.0273 -- 0.347 -- -0.00858 14.5 -- -- -- --
34.75 0.276 2.9 0.0985 0.0403 -- -- -- -0.00691 11.1 -- -- -- --
19.59 0.206 2.9 0.0763 -- 3.91 -- -- 0.00164 -- 994.8 14 -- --
19.59 0.206 2.9 -- 0.0526 3.94 -- -- -0.00729 7.78 994.8 14 -- --
34.85 0.276 2.9 0.0976 -- -- -- -- -0.00723 -- -- -- -- --
35 0.277 2.9 -- 0.0394 -- -- -- -0.0179 10.9 -- -- -- --
19.74 0.207 2.9 -- -- 3.92 -- -- -0.00672 -- 994.8 14 -- --
35.1 0.277 2.9 -- -- -- -- -- -0.0181 -- -- -- -- --

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 19.18 atmosphere 995 30 > th dose independent sin 6 NA
7 19.40 atmosphere 995 30 < th dose independent rect. 18 22
8 19.40 atmosphere 995 10 < th dose dependent rect. 18 22
11 19.41 atmosphere 995 10 < th dose independent sin 6 NA
12 19.41 atmosphere 995 90 < th dose independent rect. 14 1
13 19.41 atmosphere 995 10 < th dose independent rect. 15 1
139 19.41 atmosphere 995 10 < th dose dependent sin 6 NA
141 19.41 atmosphere 995 90 < th dose dependent rect. 14 1
142 19.41 atmosphere 995 10 < th dose dependent rect. 15 1
309 20.63 temperature 30 10 > th dose dependent rect. 16 1
486 22.85 atmosphere 995 10 < th dose dependent no NA NA
698 22.98 temperature 30 10 > th dose dependent sin 12 NA
795 25.70 temperature 30 10 > th dose independent rect. 15 1