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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.

Os10g0340600

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

Description : Glycoside hydrolase, family 35 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : -3160 (--) R2 : -3e+08
β1 : 19300 (--) R2dD : -2.07e+08 R2D : -3e+08
β2 : 0.0195 (--) R2dC : 8.39 R2C : -93100000
β3 : -602000 (--) R2dE : -- R2E : --
β4 : -0.0973 (--) R2dD*C : -7.07 R2D*C : -93100000
β5 : 3680000 (--) R2dD*E : -- R2D*E : --
γ1 : 0.0299 (--) R2dN8 : 605 R2N8 : -93100000
σ : 0.318
deviance : 45.91
__
_____
C
peak time of C : 5.11
E
wheather : atmosphere
threshold : 1
memory length : 4
response mode : < th
dose dependency : dose dependent
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 = 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
45.91 0.318 -3160 19300 0.0195 -602000 -0.0973 3680000 0.0299 5.11 1 4 -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
49.38 0.329 2.85 0.00174 0.0116 -- 0.23 -- 0.0194 16.8 -- -- -- --
49.51 0.33 2.85 0.00289 0.0166 -- -- -- 0.0206 14 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
49.53 0.329 2.85 0.0022 -- -- -- -- 0.0202 -- -- -- -- --
49.51 0.329 2.85 -- 0.0165 -- -- -- 0.0203 14 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
49.53 0.328 2.85 -- -- -- -- -- 0.02 -- -- -- -- --

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 40.01 atmosphere 1000 90 < th dose independent rect. 18 2
2 40.01 atmosphere 1000 90 < th dose dependent rect. 18 2
30 41.34 humidity 70 90 < th dose independent rect. 18 1
59 43.61 humidity 70 90 < th dose dependent rect. 18 1
77 44.20 atmosphere 995 270 > th dose independent sin 9 NA
85 44.40 atmosphere 995 270 < th dose independent sin 9 NA
86 44.40 temperature 30 270 > th dose dependent rect. 16 19
181 44.75 atmosphere 995 270 < th dose dependent sin 9 NA
204 44.78 temperature 30 270 > th dose independent rect. 18 15
299 45.18 radiation 10 270 > th dose dependent rect. 17 1
301 45.18 temperature 30 270 > th dose dependent rect. 16 3
337 45.29 temperature 30 270 > th dose independent rect. 16 18
357 45.33 radiation 10 270 > th dose independent rect. 17 1
380 45.41 temperature 30 270 > th dose independent rect. 18 1
474 45.73 atmosphere 1000 720 < th dose independent rect. 9 2
489 45.76 wind 7 90 > th dose dependent rect. 18 1
503 45.87 atmosphere 1000 720 < th dose dependent rect. 9 3
507 45.91 atmosphere 995 270 < th dose dependent no NA NA
699 45.93 atmosphere 1000 90 < th dose dependent rect. 10 1
701 45.94 atmosphere 1000 10 < th dose dependent rect. 10 2
746 46.10 wind 7 90 > th dose independent rect. 18 1
750 46.11 wind 7 90 > th dose dependent rect. 18 3
759 46.13 atmosphere 1000 10 < th dose dependent rect. 10 11
760 46.14 atmosphere 995 270 < th dose independent no NA NA