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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.

Os05g0421000

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.03 (0.0315) R2 : 0.55
β1 : -0.975 (0.119) R2dD : 0.0738 R2D : -0.000574
β2 : 1.36 (0.0821) R2dC : 0.273 R2C : 0.282
β3 : 1.62 (0.102) R2dE : 0.266 R2E : 0.192
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.188 (0.068) R2dN8 : 0.0103 R2N8 : -0.0107
σ : 0.588
deviance : 159.27
__
_____
C
peak time of C : 18.1
E
wheather : temperature
threshold : 24.89
memory length : 1095
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
158.12 0.591 4.06 -1.29 1.37 1.72 -0.478 -1.33 -0.254 18.1 25.03 1111 -- --
158.61 0.587 4.03 -0.989 1.34 1.63 -0.502 -- -0.186 18.1 24.89 1080 -- --
158.65 0.587 4.07 -1.3 1.38 1.72 -- -1.39 -0.26 18.1 25.02 1117 -- --
159.27 0.588 4.03 -0.975 1.36 1.62 -- -- -0.188 18.1 24.89 1095 -- --
224.98 0.699 4.09 -1.97 -- 2.28 -- -3.62 -0.421 -- 25.29 2013 -- --
237.94 0.723 4 -0.519 1.43 -- -0.181 -- -0.0165 19.1 -- -- -- --
238.03 0.722 4 -0.516 1.43 -- -- -- -0.017 19.1 -- -- -- --
183.1 0.63 4.04 -1.06 -- 2.41 -- -- -0.368 -- 23.2 591 -- --
181.94 0.628 3.98 -- 1.38 1.3 -- -- 0.0494 18.4 26.57 1096 -- --
346.14 0.869 3.97 -0.544 -- -- -- -- -0.0427 -- -- -- -- --
245.05 0.732 3.99 -- 1.44 -- -- -- 0.0404 19.1 -- -- -- --
210.89 0.676 4 -- -- 2.24 -- -- -0.166 -- 23.87 582 -- --
353.94 0.878 3.95 -- -- -- -- -- 0.0176 -- -- -- -- --

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
1 156.31 temperature 10 1440 > th dose dependent rect. 9 10
3 156.38 temperature 10 1440 > th dose dependent rect. 15 4
23 156.65 temperature 10 1440 > th dose dependent rect. 13 6
58 156.96 temperature 10 1440 > th dose dependent sin 21 NA
137 157.60 temperature 15 720 > th dose dependent rect. 3 21
154 157.68 temperature 10 720 > th dose dependent rect. 3 17
206 157.94 temperature 15 720 > th dose dependent rect. 6 19
244 158.15 temperature 15 720 > th dose dependent rect. 7 21
454 159.05 temperature 25 720 > th dose dependent rect. 17 18
499 159.17 temperature 25 720 > th dose dependent rect. 17 21
666 159.58 temperature 25 1440 > th dose dependent rect. 15 23
725 159.70 temperature 25 1440 > th dose dependent rect. 13 23
730 159.72 temperature 25 1440 > th dose dependent no NA NA
795 159.87 temperature 25 1440 > th dose dependent rect. 18 23