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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.

Os03g0363100

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

Description : Armadillo-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.77 (0.0409) R2 : 0.526
β1 : 1.57 (0.156) R2dD : 0.122 R2D : 0.0332
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.93 (0.178) R2dE : 0.339 R2E : 0.293
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.646 (0.0912) R2dN8 : 0.0784 R2N8 : 0.169
σ : 0.755
deviance : 262.47
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 16.04
memory length : 857
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
256.03 0.752 5.75 1.68 0.491 -2.92 -0.363 0.719 -0.612 15.4 16.34 712 -- --
256.39 0.746 5.77 1.54 0.476 -2.99 -0.362 -- -0.648 15.3 15.63 718 -- --
256.41 0.746 5.75 1.67 0.478 -2.92 -- 0.725 -0.616 15.3 16.26 716 -- --
256.77 0.746 5.77 1.54 0.468 -3.06 -- -- -0.657 15.1 15.04 718 -- --
261.75 0.754 5.74 1.76 -- -2.85 -- 0.943 -0.592 -- 16.74 868 -- --
378.97 0.913 5.86 0.748 0.8 -- 0.212 -- -1.14 10.8 -- -- -- --
379.15 0.912 5.86 0.757 0.799 -- -- -- -1.13 10.9 -- -- -- --
262.47 0.755 5.77 1.57 -- -2.93 -- -- -0.646 -- 16.04 857 -- --
309.6 0.82 5.84 -- 0.624 -2.06 -- -- -0.942 14.6 19.29 600 -- --
418.72 0.956 5.88 0.74 -- -- -- -- -1.14 -- -- -- -- --
394.25 0.929 5.88 -- 0.793 -- -- -- -1.22 10.8 -- -- -- --
317.95 0.83 5.82 -- -- -2.04 -- -- -0.902 -- 19.6 846 -- --
433.16 0.971 5.9 -- -- -- -- -- -1.22 -- -- -- -- --

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
1 241.44 temperature 20 720 > th dose dependent rect. 17 17
7 245.46 temperature 20 720 > th dose dependent sin 10 NA
10 245.90 temperature 20 1440 > th dose dependent rect. 18 11
13 246.15 temperature 10 720 > th dose dependent rect. 17 17
53 248.06 temperature 20 1440 > th dose dependent rect. 1 6
105 249.61 temperature 30 720 < th dose dependent rect. 16 17
113 249.94 temperature 20 1440 > th dose dependent rect. 3 2
134 250.52 temperature 20 1440 > th dose dependent rect. 20 1
264 253.12 temperature 25 4320 < th dose dependent rect. 1 1
270 253.19 temperature 25 4320 < th dose dependent rect. 1 3
300 253.52 temperature 25 4320 < th dose dependent rect. 3 1
302 253.56 temperature 15 720 > th dose dependent rect. 12 23
306 253.60 temperature 30 1440 < th dose dependent sin 13 NA
322 253.76 temperature 10 4320 > th dose dependent rect. 1 3
331 253.80 temperature 25 4320 < th dose dependent rect. 21 7
356 253.92 temperature 10 720 > th dose dependent rect. 17 23
380 254.11 temperature 10 720 > th dose dependent rect. 6 23
386 254.15 temperature 10 4320 > th dose dependent rect. 3 1
412 254.30 temperature 10 4320 > th dose dependent rect. 21 7
437 254.44 temperature 10 720 > th dose dependent rect. 8 23
673 255.61 temperature 10 720 > th dose dependent rect. 21 23
805 256.19 temperature 15 720 > th dose dependent no NA NA
817 256.27 temperature 15 720 > th dose dependent rect. 19 23
963 256.87 temperature 25 4320 < th dose dependent rect. 21 1