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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.

Os07g0147700

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

Description : ATPase, BadF/BadG/BcrA/BcrD type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.71 (0.0374) R2 : 0.514
β1 : 2.01 (0.175) R2dD : 0.279 R2D : -0.403
β2 : 1.23 (0.0823) R2dC : 0.238 R2C : 0.166
β3 : -2.52 (0.165) R2dE : 0.645 R2E : -0.321
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.25 (0.0997) R2dN8 : 0.417 R2N8 : -0.237
σ : 0.637
deviance : 186.93
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_____
C
peak time of C : 10.2
E
wheather : temperature
threshold : 11.3
memory length : 15407
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
184.58 0.638 3.71 1.88 1.26 -2.12 -0.785 1.16 1.1 10.4 16.34 11863 -- --
184.47 0.633 3.71 2.03 1.27 -2.48 -0.743 -- 1.24 10.3 10.75 15654 -- --
187.06 0.637 3.71 1.86 1.26 -2.12 -- 1.22 1.11 10.3 16.39 11817 -- --
186.93 0.637 3.71 2.01 1.23 -2.52 -- -- 1.25 10.2 11.3 15407 -- --
278.22 0.777 3.68 2.05 -- -2.11 -- 1.26 1.31 -- 17.16 15285 -- --
277.88 0.781 3.95 0.124 1.29 -- -0.685 -- 0.192 10.4 -- -- -- --
279.79 0.783 3.95 0.096 1.29 -- -- -- 0.189 10.4 -- -- -- --
277.15 0.775 3.74 2.04 -- -2.64 -- -- 1.27 -- 3.6 15258 -- --
222.36 0.695 3.9 -- 1.19 -1.55 -- -- 0.427 9.99 -2.468 2640 -- --
382.03 0.913 3.99 0.0745 -- -- -- -- 0.185 -- -- -- -- --
280.04 0.783 3.95 -- 1.29 -- -- -- 0.179 10.4 -- -- -- --
296.15 0.802 3.92 -- -- -1.91 -- -- 0.484 -- 2.709 2288 -- --
382.17 0.912 3.99 -- -- -- -- -- 0.177 -- -- -- -- --

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
1 181.54 temperature 30 14400 < th dose dependent rect. 22 1
2 181.55 temperature 10 14400 > th dose dependent rect. 22 1
107 182.88 temperature 10 14400 > th dose dependent sin 12 NA
122 182.93 temperature 30 14400 < th dose dependent sin 12 NA
620 184.10 temperature 30 14400 < th dose dependent rect. 3 1
656 184.15 temperature 10 14400 > th dose dependent no NA NA
702 184.21 temperature 10 14400 > th dose dependent rect. 3 1
727 184.23 temperature 10 14400 > th dose dependent rect. 5 23
748 184.27 temperature 30 14400 < th dose dependent no NA NA
752 184.27 temperature 10 14400 > th dose dependent rect. 1 23
823 184.35 temperature 30 14400 < th dose dependent rect. 5 23
849 184.40 temperature 30 14400 < th dose dependent rect. 1 23