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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.

Os06g0162800

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

Description : MADS box protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.14 (0.0259) R2 : 0.067
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.312 (0.0546) R2dN8 : 0.0865 R2N8 : 0.067
σ : 0.488
deviance : 109.48
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
85.88 0.435 3.14 0.226 0.482 -0.701 0.929 -1.02 0.348 0.791 90 2401 -- --
86.73 0.434 3.13 0.316 0.488 -0.782 0.766 -- 0.357 0.697 89.27 2348 -- --
89.08 0.44 3.14 0.251 0.484 -0.729 -- -0.416 0.349 1.08 89.58 2373 -- --
89.26 0.44 3.13 0.289 0.491 -0.769 -- -- 0.356 1.1 89.48 2388 -- --
98.41 0.462 3.12 0.194 -- -0.615 -- -0.943 0.387 -- 91.79 3121 -- --
97.02 0.462 3.13 0.283 0.373 -- 0.699 -- 0.339 1.58 -- -- -- --
98.82 0.466 3.14 0.259 0.38 -- -- -- 0.334 2.11 -- -- -- --
97.71 0.46 3.13 0.293 -- -0.66 -- -- 0.365 -- 94 1753 -- --
91.4 0.445 3.13 -- 0.496 -0.793 -- -- 0.354 1.16 107.9 2409 -- --
107.48 0.484 3.13 0.275 -- -- -- -- 0.343 -- -- -- -- --
100.6 0.469 3.14 -- 0.385 -- -- -- 0.305 2.13 -- -- -- --
99.99 0.466 3.13 -- -- -0.648 -- -- 0.336 -- 120.5 1754 -- --
109.48 0.488 3.14 -- -- -- -- -- 0.312 -- -- -- -- --

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 82.82 humidity 70 720 > th dose dependent rect. 17 4
3 82.91 humidity 80 720 > th dose independent rect. 14 8
4 83.02 humidity 70 720 > th dose dependent rect. 19 2
5 83.03 humidity 80 720 > th dose independent rect. 16 6
8 83.05 humidity 80 720 > th dose independent rect. 10 13
9 83.11 humidity 70 720 > th dose dependent rect. 16 7
20 83.35 humidity 80 720 < th dose independent rect. 14 8
23 83.44 humidity 80 720 < th dose independent rect. 17 5
56 83.90 humidity 80 720 < th dose independent rect. 10 12
67 84.02 humidity 70 720 > th dose dependent rect. 10 13
69 84.05 humidity 90 720 < th dose dependent rect. 18 4
71 84.06 humidity 90 720 < th dose dependent rect. 17 6
79 84.11 humidity 80 720 < th dose independent sin 18 NA
87 84.15 humidity 70 720 > th dose independent rect. 15 16
90 84.19 humidity 80 720 > th dose independent sin 18 NA
98 84.21 humidity 60 720 > th dose dependent sin 17 NA
120 84.34 humidity 70 720 > th dose independent rect. 15 13
172 84.62 humidity 70 720 > th dose independent sin 13 NA
343 85.26 humidity 90 720 < th dose dependent sin 15 NA
382 85.39 humidity 80 720 > th dose independent rect. 6 16
452 85.58 wind 1 270 < th dose dependent rect. 17 3
520 85.85 humidity 70 14400 < th dose independent rect. 17 3
542 85.91 humidity 70 720 < th dose independent sin 13 NA
552 85.92 wind 1 270 < th dose independent rect. 17 3
603 86.01 humidity 80 720 > th dose independent rect. 10 21
669 86.15 humidity 70 14400 > th dose independent rect. 17 3
706 86.21 humidity 70 14400 > th dose independent rect. 17 15
732 86.26 humidity 80 14400 > th dose dependent rect. 15 5
734 86.27 humidity 60 14400 > th dose dependent rect. 16 4
740 86.28 humidity 60 14400 > th dose dependent rect. 17 1
754 86.30 humidity 50 14400 > th dose dependent rect. 14 6
800 86.38 humidity 90 14400 < th dose independent rect. 13 7
819 86.39 humidity 90 14400 < th dose dependent rect. 14 6
825 86.40 humidity 90 14400 < th dose dependent rect. 16 2
852 86.44 humidity 90 14400 < th dose independent rect. 15 3
976 86.58 humidity 90 14400 > th dose independent rect. 14 6