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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.

Os08g0282500

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

Description : Nitrous oxide reductase, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.77 (0.0303) R2 : 0.82
β1 : 1.11 (0.112) R2dD : 0.0413 R2D : 0.0521
β2 : 2.62 (0.0837) R2dC : 0.445 R2C : 0.612
β3 : 2.15 (0.123) R2dE : 0.141 R2E : 0.339
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.296 (0.0648) R2dN8 : 0.0111 R2N8 : -0.00154
σ : 0.567
deviance : 148.02
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_____
C
peak time of C : 19.3
E
wheather : temperature
threshold : 25.82
memory length : 149
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 = temperature, 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
144.63 0.565 4.78 1.02 2.62 2.21 1.12 -1.22 0.264 19.3 25.81 148 -- --
145.05 0.561 4.77 1.14 2.63 2.11 1.04 -- 0.288 19.3 25.8 143 -- --
147.88 0.566 4.77 1.03 2.62 2.23 -- -0.77 0.281 19.3 25.9 148 -- --
148.02 0.567 4.77 1.11 2.62 2.15 -- -- 0.296 19.3 25.82 149 -- --
343.35 0.863 4.83 0.157 -- 4.16 -- -4.19 -0.139 -- 24.74 414 -- --
213.83 0.686 4.76 1.47 3.24 -- 1.85 -- 0.381 18.6 -- -- -- --
222.42 0.698 4.75 1.44 3.24 -- -- -- 0.387 18.6 -- -- -- --
349.5 0.871 4.77 0.732 -- 3.81 -- -- -0.0143 -- 24.6 409 -- --
179.47 0.624 4.8 -- 2.44 2.4 -- -- 0.145 19.4 25.57 197 -- --
770.64 1.3 4.69 1.36 -- -- -- -- 0.321 -- -- -- -- --
277.31 0.779 4.79 -- 3.23 -- -- -- 0.226 18.6 -- -- -- --
363.18 0.888 4.78 -- -- 3.92 -- -- -0.0998 -- 24.56 414 -- --
819.75 1.34 4.72 -- -- -- -- -- 0.169 -- -- -- -- --

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
1 141.08 temperature 25 270 > th dose dependent sin 1 NA
4 143.58 temperature 25 270 > th dose dependent rect. 17 22
7 143.82 temperature 25 90 > th dose dependent sin 21 NA
8 143.86 temperature 25 90 > th dose dependent rect. 9 13
19 145.65 temperature 25 270 > th dose dependent rect. 7 10
26 145.92 temperature 25 270 > th dose dependent rect. 1 16
28 145.97 temperature 25 90 > th dose dependent rect. 9 20
54 146.92 temperature 25 270 > th dose dependent rect. 1 19
216 148.43 temperature 25 270 > th dose dependent no NA NA
346 151.52 temperature 30 270 < th dose independent rect. 13 23
358 151.76 temperature 25 720 > th dose dependent rect. 8 3
369 152.16 temperature 25 720 > th dose dependent rect. 6 7
381 152.36 temperature 25 720 > th dose dependent rect. 21 16
420 152.69 temperature 30 270 < th dose independent rect. 5 14
453 153.20 temperature 30 270 > th dose independent rect. 17 22
495 153.64 temperature 25 720 > th dose dependent sin 7 NA
496 153.66 temperature 30 270 < th dose dependent rect. 6 14
644 155.54 temperature 30 270 > th dose independent sin 2 NA
697 156.34 temperature 30 270 < th dose independent sin 1 NA
721 156.72 temperature 30 720 < th dose dependent rect. 7 4
749 157.47 temperature 30 270 < th dose independent rect. 4 23
782 157.99 temperature 30 720 < th dose independent rect. 5 7
801 158.27 temperature 30 270 < th dose dependent sin 23 NA
827 158.89 temperature 30 270 > th dose independent rect. 8 9
845 158.96 temperature 30 720 < th dose independent rect. 21 15
859 159.04 temperature 10 720 > th dose dependent rect. 4 10
874 159.23 temperature 30 270 < th dose independent no NA NA
949 159.89 temperature 30 30 < th dose dependent rect. 8 15