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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.

Os11g0134100

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

Description : Rhamnogalacturonate lyase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.47 (0.0331) R2 : 0.42
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.39 (0.0884) R2dE : 0.365 R2E : 0.407
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.191 (0.0736) R2dN8 : 0.0128 R2N8 : 0.0546
σ : 0.61
deviance : 171.64
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C
peak time of C : --
E
wheather : temperature
threshold : 22.34
memory length : 1001
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
158 0.591 5.45 0.36 0.419 1.59 0.455 0.557 -0.134 7.03 22.3 1326 -- --
158.55 0.586 5.44 0.518 0.383 1.56 0.457 -- -0.104 6.68 22.2 1206 -- --
158.52 0.586 5.45 0.366 0.418 1.59 -- 0.566 -0.133 7.19 22.3 1325 -- --
158.99 0.587 5.44 0.53 0.372 1.55 -- -- -0.104 6.41 22.29 1153 -- --
164.33 0.597 5.47 0.359 -- 1.56 -- 0.572 -0.155 -- 22.2 1030 -- --
254.89 0.748 5.55 -0.0182 0.416 -- 0.276 -- -0.626 8.21 -- -- -- --
255.11 0.748 5.55 -0.00948 0.414 -- -- -- -0.626 8.34 -- -- -- --
165.13 0.599 5.45 0.54 -- 1.55 -- -- -0.107 -- 22.2 1030 -- --
165.48 0.599 5.46 -- 0.371 1.42 -- -- -0.184 6.44 22.35 1147 -- --
264.65 0.76 5.56 -0.00697 -- -- -- -- -0.622 -- -- -- -- --
255.11 0.747 5.55 -- 0.414 -- -- -- -0.625 8.35 -- -- -- --
171.64 0.61 5.47 -- -- 1.39 -- -- -0.191 -- 22.34 1001 -- --
264.65 0.759 5.56 -- -- -- -- -- -0.621 -- -- -- -- --

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
1 156.14 temperature 20 1440 > th dose dependent rect. 1 1
4 157.95 temperature 30 1440 < th dose dependent rect. 1 1
34 160.37 temperature 30 270 < th dose dependent rect. 21 23
36 160.41 temperature 25 1440 < th dose dependent rect. 17 11
40 160.46 temperature 25 1440 < th dose dependent rect. 20 7
69 160.71 temperature 15 270 > th dose dependent rect. 16 23
181 161.69 temperature 15 720 > th dose dependent rect. 19 21
191 161.76 temperature 25 1440 < th dose dependent sin 13 NA
242 162.22 temperature 25 1440 < th dose dependent rect. 21 2
258 162.32 temperature 30 270 < th dose dependent rect. 24 23
330 162.84 temperature 15 1440 > th dose dependent sin 11 NA
395 163.15 temperature 30 720 < th dose dependent rect. 16 20
483 163.69 temperature 10 4320 > th dose dependent rect. 21 1
542 163.92 temperature 15 270 > th dose dependent rect. 1 23
610 164.29 temperature 30 270 < th dose dependent no NA NA
716 164.79 temperature 30 270 < th dose dependent rect. 12 23
824 165.25 temperature 10 720 > th dose dependent rect. 12 23
847 165.38 temperature 10 720 > th dose dependent rect. 10 23
964 165.87 temperature 30 270 < th dose dependent rect. 7 23