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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.

Os08g0459700

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

Description : Similar to Adenosine diphosphate glucose pyrophosphatase precursor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.26 (0.0306) R2 : 0.415
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.15 (0.08) R2dE : 0.305 R2E : 0.37
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.331 (0.0681) R2dN8 : 0.045 R2N8 : 0.11
σ : 0.566
deviance : 147.84
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.38
memory length : 841
response mode : < th
dose dependency : dose independent
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 independent, 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
125.95 0.527 5.23 0.683 0.512 1.36 0.0802 0.623 -0.238 10.5 22.1 1931 -- --
126.63 0.524 5.21 0.863 0.522 1.33 0.117 -- -0.187 10.4 22.3 1881 -- --
125.78 0.522 5.23 0.681 0.528 1.36 -- 0.645 -0.233 10.5 22.11 1855 -- --
126.68 0.524 5.21 0.867 0.523 1.32 -- -- -0.187 10.5 22.28 1881 -- --
140.73 0.553 5.24 0.71 -- 1.39 -- 0.562 -0.207 -- 22.27 2098 -- --
191.84 0.649 5.31 0.339 0.572 -- 0.0865 -- -0.647 10.4 -- -- -- --
191.87 0.649 5.31 0.343 0.571 -- -- -- -0.646 10.4 -- -- -- --
141.45 0.554 5.22 0.896 -- 1.39 -- -- -0.161 -- 22.3 2108 -- --
143.49 0.558 5.24 -- 0.538 1.15 -- -- -0.33 9.83 22.4 1408 -- --
211.86 0.68 5.33 0.333 -- -- -- -- -0.648 -- -- -- -- --
194.97 0.653 5.32 -- 0.569 -- -- -- -0.685 10.4 -- -- -- --
147.84 0.566 5.26 -- -- 1.15 -- -- -0.331 -- 22.38 841 -- --
214.79 0.684 5.34 -- -- -- -- -- -0.685 -- -- -- -- --

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
1 126.78 temperature 25 270 < th dose dependent rect. 24 22
5 127.17 temperature 25 720 < th dose dependent rect. 9 20
19 128.03 temperature 25 720 < th dose dependent rect. 14 17
53 128.95 temperature 25 1440 < th dose dependent rect. 17 5
62 129.11 temperature 25 720 < th dose dependent sin 14 NA
74 129.42 temperature 25 1440 < th dose dependent rect. 16 10
98 129.65 temperature 25 720 < th dose dependent no NA NA
100 129.68 temperature 25 1440 < th dose dependent rect. 20 2
221 130.71 temperature 10 720 > th dose dependent rect. 17 15
234 130.88 temperature 15 270 > th dose dependent rect. 16 23
250 131.06 temperature 10 270 > th dose dependent sin 9 NA
320 131.78 temperature 10 720 > th dose dependent sin 12 NA
344 131.96 temperature 20 1440 > th dose dependent rect. 24 3
397 132.38 temperature 30 270 < th dose dependent sin 9 NA
474 132.82 wind 9 43200 > th dose dependent rect. 18 12
484 132.85 temperature 10 1440 > th dose dependent rect. 18 11
492 132.90 temperature 10 1440 > th dose dependent rect. 20 9
531 133.06 temperature 10 1440 > th dose dependent rect. 20 7
900 134.31 temperature 25 1440 < th dose dependent rect. 1 4
920 134.41 temperature 25 1440 < th dose dependent rect. 4 1
997 134.66 temperature 25 1440 < th dose dependent rect. 1 1