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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.

Os09g0103800

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

Description : Peptidylprolyl isomerase, FKBP-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.03 (0.0383) R2 : 0.622
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.27 (0.0932) R2dC : 0.157 R2C : 0.155
β3 : -1.62 (0.112) R2dE : 0.207 R2E : 0.338
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.902 (0.0862) R2dN8 : 0.14 R2N8 : 0.226
σ : 0.705
deviance : 228.93
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_____
C
peak time of C : 9.34
E
wheather : temperature
threshold : 22.25
memory length : 2231
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
220.71 0.698 6 0.767 1.33 -1.94 1.3 0.0534 -0.768 9.53 21.7 3413 -- --
220.68 0.692 6 0.738 1.33 -1.92 1.29 -- -0.77 9.52 21.7 3396 -- --
226.92 0.702 6 0.784 1.33 -1.95 -- -0.0559 -0.772 9.49 21.67 3415 -- --
226.92 0.702 6 0.771 1.32 -1.92 -- -- -0.774 9.49 21.72 3407 -- --
289.25 0.792 6.07 0.198 -- -1.91 -- -0.495 -0.855 -- 21.96 796 -- --
324.23 0.844 6.15 -0.344 1.41 -- 1.3 -- -1.44 9.62 -- -- -- --
330.54 0.851 6.15 -0.295 1.4 -- -- -- -1.44 9.61 -- -- -- --
290.4 0.794 6.05 0.363 -- -1.92 -- -- -0.824 -- 21.99 842 -- --
228.93 0.705 6.03 -- 1.27 -1.62 -- -- -0.902 9.34 22.25 2231 -- --
446.44 0.987 6.19 -0.306 -- -- -- -- -1.43 -- -- -- -- --
332.83 0.853 6.14 -- 1.4 -- -- -- -1.4 9.62 -- -- -- --
293.59 0.798 6.06 -- -- -1.84 -- -- -0.886 -- 22 829 -- --
448.92 0.989 6.18 -- -- -- -- -- -1.4 -- -- -- -- --

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
1 216.72 temperature 20 1440 < th dose independent rect. 5 1
2 216.98 temperature 25 1440 < th dose dependent rect. 1 5
3 217.02 temperature 15 1440 > th dose dependent rect. 1 5
61 218.27 temperature 10 720 > th dose dependent rect. 21 16
89 218.65 temperature 25 720 < th dose dependent rect. 19 17
150 219.43 temperature 15 720 > th dose dependent sin 8 NA
165 219.59 temperature 25 1440 < th dose dependent sin 9 NA
204 220.08 temperature 20 1440 > th dose independent rect. 5 2
587 224.58 temperature 25 720 < th dose dependent no NA NA
682 225.56 temperature 20 1440 > th dose independent rect. 3 6
759 226.27 temperature 25 720 < th dose dependent rect. 4 23
783 226.48 temperature 20 4320 > th dose independent rect. 22 1
898 227.89 temperature 20 4320 < th dose independent rect. 22 1