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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.

Os02g0273900

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.31 (0.0297) R2 : 0.772
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.17 (0.0943) R2dC : 0.114 R2C : 0.351
β3 : 2.93 (0.127) R2dE : 0.409 R2E : 0.658
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.115 (0.0641) R2dN8 : 0.00221 R2N8 : 0.0103
σ : 0.556
deviance : 142.33
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_____
C
peak time of C : 17.8
E
wheather : temperature
threshold : 23.04
memory length : 259
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
130.22 0.536 4.31 0.389 1.22 2.84 1.39 -1.4 0.159 17.8 23.38 255 -- --
130.88 0.533 4.29 0.583 1.24 2.74 1.2 -- 0.208 17.8 23.14 257 -- --
133.93 0.539 4.28 0.584 1.23 2.76 -- -0.068 0.217 17.7 23.3 259 -- --
133.9 0.539 4.29 0.588 1.22 2.78 -- -- 0.215 17.7 23.3 259 -- --
176.07 0.618 4.31 0.303 -- 3.94 -- -1.55 0.107 -- 24.17 324 -- --
256.8 0.751 4.23 1.14 2.43 -- 2.2 -- 0.588 17.3 -- -- -- --
268.82 0.768 4.22 1.14 2.45 -- -- -- 0.598 17.3 -- -- -- --
177.75 0.621 4.28 0.424 -- 3.74 -- -- 0.151 -- 24.1 314 -- --
142.33 0.556 4.31 -- 1.17 2.93 -- -- 0.115 17.8 23.04 259 -- --
580.97 1.13 4.19 1.05 -- -- -- -- 0.537 -- -- -- -- --
302.98 0.814 4.25 -- 2.43 -- -- -- 0.471 17.3 -- -- -- --
182.37 0.629 4.29 -- -- 3.81 -- -- 0.0978 -- 24.09 314 -- --
610.27 1.15 4.21 -- -- -- -- -- 0.42 -- -- -- -- --

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
1 129.72 temperature 30 270 < th dose dependent rect. 9 12
2 130.71 temperature 20 90 > th dose dependent sin 20 NA
6 131.35 temperature 20 270 > th dose dependent rect. 8 15
7 131.43 temperature 30 270 < th dose dependent sin 21 NA
9 131.56 temperature 20 270 > th dose dependent sin 22 NA
53 135.58 temperature 20 720 > th dose dependent rect. 6 9
66 136.06 temperature 20 720 > th dose dependent rect. 4 13
68 136.21 temperature 25 270 > th dose dependent rect. 17 23
91 136.96 temperature 20 720 > th dose dependent sin 2 NA
103 137.20 temperature 25 270 > th dose dependent rect. 1 23
114 137.31 temperature 25 270 > th dose dependent no NA NA
150 138.17 temperature 25 270 > th dose dependent rect. 21 23
577 147.88 temperature 25 270 < th dose independent rect. 8 13
591 148.17 temperature 30 720 < th dose dependent sin 1 NA
613 148.54 temperature 25 270 > th dose independent sin 21 NA
624 148.75 temperature 30 720 < th dose dependent rect. 5 13
680 149.43 temperature 30 720 < th dose dependent rect. 7 8
693 149.63 temperature 25 270 < th dose independent sin 21 NA
908 153.27 temperature 25 720 > th dose independent rect. 6 13