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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.

Os10g0489500

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

Description : Terpenoid cylases/protein prenyltransferase alpha-alpha toroid domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.88 (0.0226) R2 : 0.00203
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0458 (0.0475) R2dN8 : 0.00263 R2N8 : 0.00203
σ : 0.425
deviance : 82.84
__
_____
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 = wind, response mode = < th, dose dependency = dose independent, 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
75.39 0.408 2.87 -0.000368 0.155 -1.75 -0.185 -0.516 0.0672 6.42 8.949 29 -- --
75.4 0.404 2.87 -0.00327 0.155 -1.62 -0.186 -- 0.0676 6.4 8.966 28 -- --
75.47 0.405 2.87 -0.00402 0.154 -1.73 -- -0.533 0.0672 6.7 8.951 28 -- --
75.48 0.405 2.87 -0.00692 0.154 -1.59 -- -- 0.0676 6.71 8.961 28 -- --
75.78 0.405 2.87 0.0396 -- -2.14 -- -1.57 0.0836 -- 9.105 22 -- --
81.65 0.424 2.88 -0.101 0.131 -- -0.0156 -- 0.0329 7.92 -- -- -- --
81.65 0.423 2.88 -0.102 0.131 -- -- -- 0.0329 7.92 -- -- -- --
75.39 0.404 2.87 0.00426 -- -1.79 -- -- 0.0735 -- 9.147 18 -- --
75.48 0.405 2.87 -- 0.154 -1.59 -- -- 0.0685 6.7 8.961 28 -- --
82.58 0.425 2.88 -0.1 -- -- -- -- 0.0347 -- -- -- -- --
81.92 0.423 2.87 -- 0.13 -- -- -- 0.0443 7.97 -- -- -- --
75.39 0.404 2.87 -- -- -1.79 -- -- 0.073 -- 9.146 18 -- --
82.84 0.425 2.88 -- -- -- -- -- 0.0458 -- -- -- -- --

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 68.98 wind 9 30 > th dose dependent rect. 11 1
29 69.65 wind 9 30 > th dose dependent rect. 19 17
31 69.71 wind 9 30 > th dose independent rect. 11 1
100 70.53 wind 9 30 > th dose dependent sin 6 NA
105 70.87 wind 9 30 > th dose independent rect. 19 17
111 71.19 wind 9 30 < th dose independent sin 6 NA
118 71.39 wind 9 30 > th dose independent sin 6 NA
119 71.39 radiation 10 270 < th dose dependent rect. 8 3
286 73.65 radiation 10 270 < th dose independent rect. 9 1
390 74.67 radiation 20 10 < th dose dependent rect. 9 4
405 74.88 radiation 10 10 < th dose independent rect. 12 1
445 75.17 radiation 20 10 < th dose independent rect. 10 3
533 75.43 wind 5 270 > th dose dependent rect. 8 1
597 75.64 radiation 30 10 < th dose dependent rect. 12 1
653 75.76 wind 9 30 > th dose independent rect. 11 9
774 76.00 wind 7 270 > th dose independent rect. 8 1
857 76.14 wind 9 30 < th dose independent no NA NA
867 76.15 humidity 80 1440 < th dose dependent rect. 21 1
991 76.28 wind 9 30 > th dose independent no NA NA