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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.

Os03g0563400

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

Description : Zinc finger, BED-type predicted domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.07 (0.021) R2 : 0.00658
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0767 (0.0442) R2dN8 : 0.0085 R2N8 : 0.00658
σ : 0.395
deviance : 71.62
__
_____
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 = radiation, 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
57.57 0.356 3.05 0.0596 0.0806 0.686 0.288 -2.48 -0.0343 11 50 20 -- --
60.52 0.362 3.05 0.0774 0.0216 1.29 0.0792 -- -0.0687 11.2 53.66 103 -- --
57.85 0.354 3.05 0.0659 0.0857 0.697 -- -2.3 -0.032 10.1 50 19 -- --
59.85 0.36 3.06 0.0863 0.0714 1.35 -- -- -0.0414 8.7 55.82 121 -- --
58.25 0.355 3.05 0.0659 -- 0.744 -- -2.29 -0.0318 -- 50 19 -- --
69.66 0.391 3.07 -0.023 0.169 -- -0.179 -- -0.0786 11 -- -- -- --
69.8 0.391 3.07 -0.0303 0.169 -- -- -- -0.0792 11 -- -- -- --
60.11 0.361 3.06 0.0878 -- 1.37 -- -- -0.0394 -- 55.51 121 -- --
60.03 0.361 3.06 -- 0.071 1.3 -- -- -0.0509 8.56 55.53 121 -- --
71.59 0.395 3.07 -0.0342 -- -- -- -- -0.0805 -- -- -- -- --
69.82 0.391 3.07 -- 0.17 -- -- -- -0.0758 11.1 -- -- -- --
60.3 0.362 3.06 -- -- 1.33 -- -- -0.0498 -- 55.42 121 -- --
71.62 0.395 3.07 -- -- -- -- -- -0.0767 -- -- -- -- --

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 58.08 radiation 1 270 < th dose independent rect. 8 1
2 58.08 radiation 1 270 < th dose dependent rect. 8 1
3 59.62 radiation 40 90 > th dose dependent rect. 11 1
6 59.98 radiation 40 10 > th dose dependent rect. 11 1
11 60.23 humidity 70 4320 > th dose independent rect. 21 7
59 60.48 humidity 50 4320 > th dose independent rect. 16 1
62 60.53 humidity 70 4320 > th dose independent rect. 20 1
74 60.73 radiation 40 10 > th dose dependent rect. 13 23
75 60.75 radiation 40 10 > th dose dependent sin 20 NA
127 60.93 radiation 40 10 > th dose dependent no NA NA
361 61.03 radiation 40 90 > th dose independent rect. 11 1
363 61.08 radiation 40 90 > th dose dependent rect. 15 21
410 61.37 radiation 40 90 > th dose dependent sin 1 NA
455 61.48 radiation 40 90 > th dose dependent no NA NA
620 61.68 humidity 70 4320 < th dose independent rect. 20 1
630 61.68 humidity 70 4320 < th dose dependent rect. 20 1
642 61.71 radiation 40 10 > th dose independent rect. 11 1
696 62.08 atmosphere 1010 10 > th dose dependent rect. 12 1