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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.

Os08g0164100

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

Description : Protein of unknown function DUF295 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.87 (0.0295) R2 : 0.19
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.76 (0.558) R2dE : 0.19 R2E : 0.19
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0198 (0.0621) R2dN8 : 0.000234 R2N8 : 0.000474
σ : 0.554
deviance : 141.57
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_____
C
peak time of C : --
E
wheather : wind
threshold : 10.26
memory length : 28
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 20.7
open length of G : 18.8

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
133.66 0.543 2.91 0.175 0.237 17.8 -0.487 56.6 -0.0201 9.29 9.066 30 20 15.9
138.24 0.548 2.86 -0.0113 0.223 5.65 -0.356 -- -0.0247 9.07 10.53 28 20.5 18
134.25 0.54 2.91 0.152 0.235 18.1 -- 57.2 -0.0203 9.72 9 28 20 15.9
138.64 0.548 2.86 -0.0227 0.223 5.68 -- -- -0.0234 9.53 10.43 27 20.7 18.6
137.54 0.546 2.91 0.15 -- 18.1 -- 57.1 -0.02 -- 9 27 20 15.9
169.92 0.611 2.87 -0.0585 0.257 -- -0.426 -- -0.0444 9.57 -- -- -- --
170.56 0.612 2.87 -0.0734 0.257 -- -- -- -0.0444 9.93 -- -- -- --
141.56 0.554 2.87 -0.0236 -- 5.76 -- -- -0.0225 -- 10.27 27 20.7 18.7
138.65 0.548 2.86 -- 0.223 5.68 -- -- -0.0209 9.53 10.4 27 20.7 18.7
174.54 0.617 2.88 -0.0764 -- -- -- -- -0.0444 -- -- -- -- --
170.71 0.611 2.87 -- 0.258 -- -- -- -0.0362 9.95 -- -- -- --
141.57 0.554 2.87 -- -- 5.76 -- -- -0.0198 -- 10.26 28 20.7 18.8
174.69 0.617 2.87 -- -- -- -- -- -0.0359 -- -- -- -- --

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
1 140.04 wind 9 30 > th dose dependent rect. 21 15
9 140.99 wind 9 30 > th dose dependent rect. 10 2
27 141.10 wind 9 30 > th dose dependent sin 7 NA
36 142.16 wind 9 30 < th dose independent sin 6 NA
38 142.43 wind 9 30 > th dose independent rect. 21 15
48 142.85 wind 9 30 > th dose independent sin 7 NA
49 142.99 wind 9 30 > th dose independent rect. 10 2
214 151.15 radiation 10 10 < th dose independent rect. 12 1
314 154.52 wind 9 30 > th dose independent rect. 10 12
378 154.72 wind 9 30 > th dose independent no NA NA
434 155.08 wind 9 30 < th dose independent no NA NA
518 157.20 radiation 10 270 < th dose dependent rect. 9 1
563 157.45 radiation 20 1440 > th dose independent rect. 16 15
571 157.64 radiation 20 1440 > th dose independent rect. 16 1
650 159.32 wind 9 30 > th dose dependent rect. 10 12
697 159.40 wind 9 30 > th dose dependent no NA NA
911 160.60 radiation 20 1440 > th dose dependent rect. 16 15
973 161.06 radiation 20 1440 > th dose dependent rect. 16 1