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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.

Os08g0553500

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

Description : Protein of unknown function DUF241, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.96 (0.0195) R2 : 0.00418
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0568 (0.041) R2dN8 : 0.0054 R2N8 : 0.00418
σ : 0.367
deviance : 61.82
__
_____
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 = 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
55.98 0.348 1640 -10000 0.0786 412000 0.452 -2520000 -0.0466 8.09 995 90 -- --
60.17 0.364 2.96 0.0132 0.0583 0.934 0.411 -- -0.0509 8.64 995 90 -- --
56.49 0.35 1640 -10000 0.0911 412000 -- -2520000 -0.048 6.33 995 90 -- --
53.41 0.34 2.95 0.00482 0.0702 2.87 -- -- -0.0446 6.57 994.6 213 -- --
56.92 0.351 1640 -10000 -- 412000 -- -2520000 -0.0462 -- 995 90 -- --
61.13 0.367 2.96 0.0195 0.0485 -- 0.392 -- -0.0537 9.11 -- -- -- --
61.59 0.368 2.96 0.0318 0.0615 -- -- -- -0.0543 6.79 -- -- -- --
53.81 0.342 2.96 0.0184 -- 2.83 -- -- -0.0467 -- 994.6 210 -- --
53.42 0.34 2.95 -- 0.0709 2.87 -- -- -0.0442 6.6 994.5 224 -- --
61.79 0.367 2.96 0.0332 -- -- -- -- -0.0531 -- -- -- -- --
61.62 0.367 2.96 -- 0.0619 -- -- -- -0.0578 6.76 -- -- -- --
53.81 0.342 2.96 -- -- 2.83 -- -- -0.0488 -- 994.6 212 -- --
61.82 0.367 2.96 -- -- -- -- -- -0.0568 -- -- -- -- --

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 52.69 atmosphere 995.0 30 > th dose independent sin 8 NA
6 52.82 atmosphere 1000.0 10 < th dose independent rect. 17 1
13 52.82 atmosphere 1000.0 10 < th dose dependent rect. 17 1
20 52.86 humidity 70.0 30 < th dose independent rect. 18 1
21 52.87 temperature 30.0 30 > th dose independent rect. 18 1
71 52.93 atmosphere 995.0 30 > th dose independent rect. 3 23
125 53.27 temperature 30.0 90 > th dose dependent rect. 16 1
148 53.37 atmosphere 995.0 30 < th dose independent sin 8 NA
169 53.37 atmosphere 995.0 30 < th dose dependent sin 8 NA
475 53.48 radiation 10.0 90 > th dose dependent rect. 17 1
540 53.68 precipitation 0.1 90 > th dose independent rect. 5 1
541 53.68 precipitation 0.1 90 > th dose dependent rect. 5 1
544 53.77 radiation 10.0 90 > th dose independent rect. 17 1
720 55.27 humidity 70.0 30 < th dose dependent rect. 18 1
741 55.55 temperature 30.0 10 > th dose independent sin 12 NA
802 55.98 atmosphere 995.0 270 > th dose independent sin 4 NA
842 56.48 atmosphere 995.0 90 < th dose dependent no NA NA