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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.

Os11g0539500

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

Description : Winged helix repressor DNA-binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.45 (0.0636) R2 : 0.627
β1 : 4.2 (0.287) R2dD : 0.308 R2D : 0.208
β2 : 0.669 (0.157) R2dC : 0.015 R2C : -0.0235
β3 : -1.01 (0.277) R2dE : 0.0125 R2E : 0.00638
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -8.95 (0.99) R2dD*E : 0.11 R2D*E : -0.112
γ1 : -2.07 (0.135) R2dN8 : 0.284 R2N8 : 0.34
σ : 1.13
deviance : 584.96
__
_____
C
peak time of C : 5.86
E
wheather : atmosphere
threshold : 993.4
memory length : 15876
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 = atmosphere, 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
578.13 1.13 5.44 4.1 0.676 -1.12 1.82 -8.2 -2.07 6.4 995.3 14581 -- --
663.01 1.2 5.63 2.58 0.687 -1.93 2.47 -- -2.41 6.04 996.3 12271 -- --
584.96 1.13 5.45 4.2 0.669 -1.01 -- -8.95 -2.07 5.86 993.4 15876 -- --
667.77 1.2 5.62 2.56 0.715 -1.92 -- -- -2.37 5.61 995.5 12268 -- --
608.37 1.15 5.46 4.24 -- -1 -- -9.05 -2.05 -- 993.3 15886 -- --
731.03 1.27 5.61 2.97 0.687 -- 1.76 -- -2.33 6.26 -- -- -- --
737.93 1.27 5.62 2.98 0.705 -- -- -- -2.34 5.67 -- -- -- --
693.48 1.23 5.63 2.58 -- -1.91 -- -- -2.33 -- 994.8 11549 -- --
717.31 1.25 5.81 -- 0.695 -3.04 -- -- -3.18 5.75 989.2 47520 -- --
763.73 1.29 5.63 3.01 -- -- -- -- -2.32 -- -- -- -- --
972.4 1.46 5.69 -- 0.753 -- -- -- -2.67 5.5 -- -- -- --
742.35 1.27 5.82 -- -- -3.07 -- -- -3.17 -- 983.1 47520 -- --
1001.94 1.48 5.7 -- -- -- -- -- -2.65 -- -- -- -- --

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
1 574.51 atmosphere 1015 14400 < th dose dependent rect. 4 1
3 574.76 atmosphere 995 14400 > th dose dependent rect. 4 1
41 575.49 atmosphere 1015 14400 < th dose dependent rect. 23 9
75 575.68 atmosphere 995 14400 > th dose dependent rect. 23 9
138 576.06 atmosphere 1015 14400 < th dose dependent sin 7 NA
172 576.23 atmosphere 995 14400 > th dose dependent sin 7 NA
241 576.62 atmosphere 1015 14400 < th dose dependent rect. 10 1
255 576.69 atmosphere 995 14400 > th dose dependent rect. 10 1
379 577.18 atmosphere 1015 14400 < th dose dependent rect. 23 2
441 577.41 atmosphere 995 14400 > th dose dependent rect. 23 2
659 578.20 atmosphere 1015 14400 < th dose dependent no NA NA
680 578.25 atmosphere 1015 14400 < th dose dependent rect. 1 23
703 578.31 atmosphere 1015 14400 < th dose dependent rect. 10 23
728 578.38 atmosphere 995 14400 > th dose dependent no NA NA
741 578.42 atmosphere 995 14400 > th dose dependent rect. 1 23
770 578.49 atmosphere 995 14400 > th dose dependent rect. 10 23