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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.

Os03g0807700

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

Description : Glutelin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.86 (0.0144) R2 : 5.73e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0049 (0.0303) R2dN8 : 7.41e-05 R2N8 : 5.73e-05
σ : 0.271
deviance : 33.7
__
_____
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
29.68 0.256 2.87 0.00156 0.0375 -2.06 -0.174 -3.36 0.0182 7.2 8.931 28 -- --
30.13 0.256 2.86 -0.0183 0.0364 -1.15 -0.156 -- 0.0205 7.4 8.958 25 -- --
29.75 0.254 2.87 -0.00313 0.0372 -2.03 -- -3.31 0.0182 6.99 8.943 27 -- --
30.19 0.256 2.86 -0.0218 0.0363 -1.15 -- -- 0.0203 7.02 8.957 26 -- --
29.83 0.254 2.87 -0.00316 -- -2.02 -- -3.3 0.0186 -- 8.946 27 -- --
33.36 0.271 2.86 -0.0863 0.035 -- -0.0996 -- -0.00459 11 -- -- -- --
33.4 0.271 2.86 -0.0903 0.0355 -- -- -- -0.00492 11.1 -- -- -- --
30.26 0.256 2.86 -0.0218 -- -1.14 -- -- 0.0206 -- 8.935 25 -- --
30.2 0.256 2.85 -- 0.0362 -1.16 -- -- 0.0228 7.01 8.957 26 -- --
33.48 0.27 2.86 -0.0911 -- -- -- -- -0.00521 -- -- -- -- --
33.62 0.271 2.86 -- 0.0364 -- -- -- 0.00514 11.3 -- -- -- --
30.27 0.256 2.86 -- -- -1.15 -- -- 0.0233 -- 8.931 25 -- --
33.7 0.271 2.86 -- -- -- -- -- 0.0049 -- -- -- -- --

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 27.48 wind 9 30 > th dose dependent rect. 11 1
29 27.89 wind 9 30 > th dose dependent rect. 18 18
38 28.14 wind 9 30 > th dose dependent sin 6 NA
39 28.17 wind 9 30 > th dose independent rect. 11 1
69 28.44 wind 9 30 < th dose independent sin 5 NA
137 28.70 wind 9 30 > th dose independent rect. 18 18
143 28.90 wind 9 30 > th dose independent sin 5 NA
202 29.44 radiation 10 90 < th dose independent rect. 10 1
208 29.51 radiation 10 90 < th dose dependent rect. 10 1
211 29.60 radiation 10 10 < th dose independent rect. 12 1
259 29.92 humidity 80 10 > th dose independent rect. 10 1
266 29.96 humidity 80 10 > th dose dependent rect. 10 1
272 30.15 wind 9 30 < th dose independent no NA NA
489 30.70 radiation 10 270 < th dose dependent rect. 8 3
505 30.72 wind 9 30 > th dose independent no NA NA
560 30.77 atmosphere 1005 90 < th dose dependent rect. 8 1
630 30.91 radiation 20 10 < th dose independent rect. 9 4
639 30.93 radiation 10 270 < th dose dependent rect. 8 1
789 31.21 radiation 30 10 < th dose dependent rect. 9 4
899 31.40 humidity 80 270 > th dose independent rect. 9 1