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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.

Os01g0240900

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

Description : Peptidase C1A, papain family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.57 (0.0331) R2 : 0.469
β1 : 1.24 (0.126) R2dD : 0.134 R2D : 0.0449
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.21 (0.15) R2dE : 0.331 R2E : 0.284
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.299 (0.0763) R2dN8 : 0.0294 R2N8 : 0.107
σ : 0.603
deviance : 167.57
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.72
memory length : 815
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
156.16 0.587 4.59 1.09 0.471 2.09 0.0886 0.589 -0.397 9.85 24.48 852 -- --
156.53 0.583 4.58 1.19 0.477 2.02 0.234 -- -0.372 9.66 24.7 888 -- --
156.17 0.582 4.59 1.09 0.473 2.1 -- 0.657 -0.399 9.87 24.4 854 -- --
156.72 0.583 4.58 1.19 0.472 2.01 -- -- -0.372 9.88 24.61 862 -- --
167.2 0.602 4.59 1.14 -- 2.26 -- 0.556 -0.326 -- 25.45 809 -- --
215.33 0.688 4.66 0.614 0.727 -- 0.0542 -- -0.782 10.3 -- -- -- --
215.34 0.687 4.66 0.617 0.727 -- -- -- -0.782 10.3 -- -- -- --
167.57 0.603 4.57 1.24 -- 2.21 -- -- -0.299 -- 25.72 815 -- --
189.18 0.641 4.63 -- 0.53 1.47 -- -- -0.602 10.1 24.51 793 -- --
247.54 0.735 4.68 0.605 -- -- -- -- -0.784 -- -- -- -- --
225.36 0.702 4.68 -- 0.723 -- -- -- -0.851 10.3 -- -- -- --
203.35 0.664 4.62 -- -- 1.7 -- -- -0.532 -- 25.88 778 -- --
257.2 0.749 4.7 -- -- -- -- -- -0.851 -- -- -- -- --

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
1 153.08 temperature 20 1440 < th dose independent rect. 5 1
2 153.67 temperature 20 1440 > th dose independent rect. 5 1
4 153.82 temperature 25 1440 < th dose dependent rect. 1 4
5 153.88 temperature 25 1440 < th dose dependent rect. 3 1
15 154.36 temperature 15 1440 > th dose dependent rect. 3 2
26 154.57 temperature 25 1440 < th dose dependent rect. 21 9
35 154.70 temperature 30 720 < th dose dependent rect. 20 16
48 154.89 temperature 25 720 < th dose dependent sin 8 NA
74 155.13 temperature 10 720 > th dose dependent rect. 21 17
95 155.31 temperature 20 4320 > th dose independent rect. 22 1
109 155.40 temperature 25 720 < th dose dependent rect. 17 19
116 155.49 temperature 25 720 < th dose dependent rect. 24 21
144 155.72 temperature 10 720 > th dose dependent sin 8 NA
171 155.93 temperature 25 1440 < th dose dependent sin 11 NA
350 157.21 temperature 20 4320 < th dose independent rect. 22 1
384 157.53 temperature 15 720 > th dose dependent rect. 19 15
414 157.74 temperature 25 720 < th dose dependent no NA NA
500 158.28 temperature 25 720 < th dose dependent rect. 4 23