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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.

Os11g0152600

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

Description : Non-protein coding transcript, uncharacterized transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.23 (0.0236) R2 : 0.539
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.35 (0.0682) R2dE : 0.463 R2E : 0.52
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.19 (0.0528) R2dN8 : 0.0197 R2N8 : 0.0765
σ : 0.435
deviance : 87.4
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C
peak time of C : --
E
wheather : temperature
threshold : 24.2
memory length : 2360
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
66.69 0.384 5.19 0.793 0.592 -1.14 -0.351 -1.38 0.357 1.61 22.5 1534 -- --
72.78 0.397 5.19 0.468 0.626 -1.08 -0.422 -- 0.31 1.55 22.66 1529 -- --
67.08 0.381 5.19 0.8 0.605 -1.14 -- -1.39 0.362 1.57 22.49 1587 -- --
72.1 0.395 5.23 0.42 0.611 -1.09 -- -- 0.284 1.76 22.4 1537 -- --
85.85 0.432 5.2 0.731 -- -1.18 -- -1.11 0.342 -- 22.3 1206 -- --
123.89 0.522 5.15 0.725 0.624 -- -0.366 -- 0.64 1.75 -- -- -- --
124.42 0.522 5.15 0.737 0.624 -- -- -- 0.643 1.71 -- -- -- --
86.23 0.432 5.22 0.263 -- -1.28 -- -- 0.265 -- 24.2 2414 -- --
74.26 0.401 5.25 -- 0.604 -1.2 -- -- 0.175 1.66 22.6 1648 -- --
148.08 0.569 5.14 0.762 -- -- -- -- 0.657 -- -- -- -- --
138.73 0.551 5.17 -- 0.637 -- -- -- 0.561 1.75 -- -- -- --
87.4 0.435 5.23 -- -- -1.35 -- -- 0.19 -- 24.2 2360 -- --
163.41 0.597 5.16 -- -- -- -- -- 0.572 -- -- -- -- --

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 68.78 temperature 30 1440 < th dose dependent rect. 14 13
2 68.80 temperature 30 1440 < th dose dependent rect. 15 11
4 68.81 temperature 30 1440 < th dose dependent sin 15 NA
26 69.09 temperature 10 1440 > th dose dependent rect. 14 16
27 69.10 temperature 10 1440 > th dose dependent rect. 15 12
29 69.11 temperature 10 1440 > th dose dependent sin 14 NA
109 69.45 temperature 25 4320 < th dose dependent rect. 21 2
217 69.80 temperature 25 1440 < th dose independent rect. 14 9
223 69.82 temperature 10 1440 > th dose dependent rect. 21 2
520 70.50 temperature 30 1440 < th dose dependent no NA NA
545 70.54 temperature 30 1440 < th dose dependent rect. 4 23
564 70.58 temperature 30 1440 < th dose dependent rect. 1 23
571 70.59 temperature 30 1440 < th dose dependent rect. 20 23
586 70.62 temperature 30 1440 < th dose dependent rect. 18 23
769 70.93 temperature 10 1440 > th dose dependent no NA NA
809 70.99 temperature 10 1440 > th dose dependent rect. 18 23
864 71.06 temperature 10 1440 > th dose dependent rect. 4 23
889 71.10 temperature 10 1440 > th dose dependent rect. 1 23
911 71.13 temperature 25 1440 > th dose independent rect. 13 10