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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.

Os08g0433400

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

Description : Similar to Transcription repressor MYB4 (Myb-related protein 4) (AtMYB4).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.51 (0.0327) R2 : 0.625
β1 : 3.09 (0.123) R2dD : 0.594 R2D : 0.181
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.24 (0.146) R2dE : 0.246 R2E : -0.201
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.29 (0.0751) R2dN8 : 0.395 R2N8 : -0.0535
σ : 0.598
deviance : 165.1
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 27.83
memory length : 444
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
156.42 0.588 4.53 2.76 0.413 2.27 -0.119 1.79 1.21 10.5 26.67 252 -- --
160.41 0.59 4.5 3.1 0.461 2.19 -0.257 -- 1.28 10.7 27.1 221 -- --
156.35 0.582 4.53 2.77 0.437 2.27 -- 1.79 1.22 10.5 26.63 240 -- --
160.68 0.59 4.5 3.08 0.455 2.19 -- -- 1.28 10.8 27.1 222 -- --
161.16 0.591 4.54 2.74 -- 2.34 -- 1.87 1.22 -- 26.89 409 -- --
229.51 0.71 4.6 2.5 0.639 -- 0.0211 -- 0.801 6.89 -- -- -- --
229.51 0.709 4.6 2.5 0.639 -- -- -- 0.8 6.89 -- -- -- --
165.1 0.598 4.51 3.09 -- 2.24 -- -- 1.29 -- 27.83 444 -- --
379.93 0.913 4.63 -- 0.613 1.17 -- -- 0.661 8.62 50.71 37 -- --
250.94 0.74 4.62 2.52 -- -- -- -- 0.813 -- -- -- -- --
394.47 0.929 4.66 -- 0.669 -- -- -- 0.522 6.66 -- -- -- --
391.92 0.922 4.64 -- -- 1.2 -- -- 0.708 -- 31.3 402 -- --
417.84 0.954 4.68 -- -- -- -- -- 0.534 -- -- -- -- --

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
1 153.89 temperature 20 1440 > th dose dependent rect. 20 7
4 154.01 temperature 20 1440 > th dose dependent rect. 23 2
57 155.50 temperature 30 1440 < th dose dependent rect. 21 5
60 155.54 temperature 30 1440 < th dose dependent rect. 20 7
63 155.57 temperature 30 1440 < th dose dependent rect. 22 3
80 155.77 temperature 30 1440 < th dose dependent rect. 23 1
214 157.04 temperature 30 1440 < th dose dependent sin 10 NA
264 157.27 temperature 20 1440 > th dose dependent sin 10 NA
336 157.84 temperature 25 270 < th dose dependent rect. 11 22
516 158.99 temperature 30 30 < th dose dependent rect. 3 23
584 159.43 temperature 25 270 < th dose dependent no NA NA
592 159.46 temperature 10 270 > th dose dependent sin 9 NA
639 159.74 temperature 25 270 < th dose dependent rect. 21 23
647 159.78 temperature 20 1440 > th dose dependent rect. 5 1
663 159.88 temperature 25 270 < th dose dependent rect. 15 23
691 160.01 temperature 30 270 < th dose dependent sin 10 NA
777 160.45 temperature 25 720 < th dose dependent rect. 5 20
801 160.54 temperature 25 270 < th dose dependent rect. 6 23
884 160.90 temperature 30 30 < th dose dependent rect. 9 23
935 161.14 temperature 30 30 < th dose dependent rect. 21 23
963 161.33 temperature 25 1440 < th dose dependent no NA NA