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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.

Os10g0508900

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.5 (0.0409) R2 : 0.621
β1 : -0.979 (0.167) R2dD : 0.0405 R2D : 0.0814
β2 : 0.941 (0.103) R2dC : 0.0711 R2C : 0.0604
β3 : -2.08 (0.149) R2dE : 0.243 R2E : 0.357
β4 : -5.76 (0.467) R2dD*C : 0.126 R2D*C : 0.0982
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.526 (0.0952) R2dN8 : 0.0423 R2N8 : 0.084
σ : 0.743
deviance : 254.19
__
_____
C
peak time of C : 18.8
E
wheather : temperature
threshold : 17.9
memory length : 6608
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
254.07 0.749 5.48 -0.89 0.948 -2.09 -5.74 0.346 -0.488 18.8 17.95 6629 -- --
254.19 0.743 5.5 -0.979 0.941 -2.08 -5.76 -- -0.526 18.8 17.9 6608 -- --
337.44 0.856 5.49 -0.845 0.969 -2.07 -- 0.211 -0.519 18.3 18.1 6484 -- --
337.41 0.856 5.5 -0.889 0.957 -2.1 -- -- -0.542 18.3 17.7 6509 -- --
377.28 0.905 5.45 -0.738 -- -2.11 -- 0.444 -0.455 -- 17.6 7107 -- --
364.16 0.895 5.63 -2.12 0.921 -- -5.74 -- -1.12 18.7 -- -- -- --
445.1 0.988 5.64 -2.02 0.934 -- -- -- -1.14 17.9 -- -- -- --
377.41 0.905 5.47 -0.856 -- -2.15 -- -- -0.487 -- 17.3 7099 -- --
351.58 0.873 5.44 -- 0.942 -2.68 -- -- -0.281 18.1 15.92 7334 -- --
490.34 1.03 5.62 -2.05 -- -- -- -- -1.16 -- -- -- -- --
552.91 1.1 5.58 -- 0.966 -- -- -- -0.911 17.8 -- -- -- --
390.13 0.92 5.43 -- -- -2.77 -- -- -0.31 -- 15.1 7114 -- --
601.3 1.14 5.57 -- -- -- -- -- -0.931 -- -- -- -- --

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
1 250.51 temperature 20 4320 > th dose dependent rect. 1 1
34 253.32 temperature 25 4320 > th dose dependent rect. 7 4
42 253.71 temperature 20 4320 > th dose dependent rect. 22 11
52 253.94 temperature 25 4320 > th dose dependent rect. 8 1
85 254.99 temperature 20 4320 > th dose dependent sin 10 NA
86 254.99 temperature 25 4320 > th dose dependent rect. 2 10
98 255.23 temperature 25 4320 > th dose independent rect. 7 2
159 256.62 temperature 25 4320 < th dose independent rect. 7 2
198 257.46 temperature 10 4320 > th dose dependent rect. 21 1
208 257.57 temperature 30 4320 < th dose dependent rect. 20 2
211 257.63 temperature 30 4320 < th dose dependent rect. 20 5
453 259.36 temperature 20 14400 > th dose independent rect. 3 2
500 259.60 temperature 20 14400 < th dose independent rect. 3 2
570 259.97 temperature 30 4320 < th dose dependent rect. 18 15
669 260.37 temperature 30 4320 < th dose dependent sin 12 NA
698 260.45 temperature 20 14400 < th dose dependent rect. 23 1
724 260.53 temperature 30 4320 < th dose dependent rect. 1 1
878 261.09 temperature 20 4320 > th dose dependent no NA NA
883 261.11 temperature 20 4320 > th dose dependent rect. 7 23
900 261.20 temperature 30 14400 < th dose independent rect. 15 1
946 261.34 temperature 30 14400 > th dose independent rect. 15 1