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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.

Os06g0266800

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

Description : Similar to GAST1 protein precursor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.48 (0.0646) R2 : 0.216
β1 : -1.7 (0.244) R2dD : 0.0945 R2D : -0.0139
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.41 (0.236) R2dE : 0.21 R2E : 0.0722
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.791 (0.143) R2dN8 : 0.0776 R2N8 : -0.0264
σ : 1.19
deviance : 657.32
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.98
memory length : 866
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
632.89 1.18 4.61 -2.73 0.602 2.24 -1.52 -3.27 -1.06 22.5 21.54 1758 -- --
638.13 1.18 4.51 -1.84 0.683 2.12 -1.6 -- -0.826 22 19.65 1628 -- --
642.25 1.18 4.62 -2.74 0.612 2.24 -- -3.54 -1.07 22.3 21.7 1758 -- --
647.89 1.19 4.51 -1.78 0.702 2.09 -- -- -0.82 21.7 19.8 1613 -- --
644.11 1.18 4.61 -2.85 -- 2.69 -- -5.08 -1.06 -- 22.17 894 -- --
765.17 1.3 4.4 -1.06 0.743 -- -1.55 -- -0.335 21.9 -- -- -- --
774.39 1.3 4.4 -0.996 0.755 -- -- -- -0.331 21.7 -- -- -- --
657.32 1.19 4.48 -1.7 -- 2.41 -- -- -0.791 -- 19.98 866 -- --
718.32 1.25 4.43 -- 0.72 1.45 -- -- -0.504 21.1 21.6 1417 -- --
808.22 1.33 4.38 -0.989 -- -- -- -- -0.332 -- -- -- -- --
800.54 1.32 4.37 -- 0.753 -- -- -- -0.22 21.6 -- -- -- --
724.84 1.25 4.42 -- -- 1.9 -- -- -0.504 -- 21.65 836 -- --
834.04 1.35 4.35 -- -- -- -- -- -0.222 -- -- -- -- --

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
1 630.55 temperature 20 1440 > th dose dependent rect. 16 18
16 631.99 temperature 25 1440 > th dose independent rect. 16 8
19 632.15 temperature 20 1440 > th dose dependent rect. 5 4
22 632.34 temperature 25 1440 < th dose independent rect. 16 8
24 632.39 temperature 20 1440 > th dose dependent rect. 18 5
35 632.94 temperature 20 1440 > th dose dependent rect. 16 9
40 633.11 temperature 20 1440 > th dose dependent rect. 6 2
46 633.18 temperature 20 1440 > th dose dependent rect. 16 11
53 633.28 temperature 20 1440 > th dose dependent sin 12 NA
99 634.25 temperature 20 1440 > th dose dependent rect. 22 1
169 635.66 temperature 20 1440 > th dose dependent no NA NA
174 635.73 temperature 20 1440 > th dose dependent rect. 24 23
178 635.78 temperature 20 1440 > th dose dependent rect. 2 23
183 635.87 temperature 20 1440 > th dose dependent rect. 5 23
196 636.01 temperature 20 1440 > th dose dependent rect. 20 23
599 640.56 temperature 25 1440 > th dose dependent sin 21 NA
750 642.42 temperature 25 1440 > th dose independent rect. 16 19
762 642.64 temperature 25 1440 > th dose independent rect. 6 18
833 643.39 temperature 25 1440 < th dose independent rect. 6 18
878 643.78 temperature 25 1440 < th dose independent rect. 16 19
899 643.98 temperature 30 1440 < th dose dependent rect. 18 5