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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.

Os07g0489000

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

Description : Plant lipid transfer protein/Par allergen family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.9 (0.0634) R2 : 0.507
β1 : 2.83 (0.228) R2dD : 0.206 R2D : 0.0901
β2 : 2.12 (0.149) R2dC : 0.221 R2C : 0.197
β3 : 1.22 (0.395) R2dE : 0.0181 R2E : -0.0579
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 9.96 (1.64) R2dD*E : 0.0724 R2D*E : 0.0256
γ1 : 1.26 (0.124) R2dN8 : 0.156 R2N8 : 0.0722
σ : 1.07
deviance : 523.65
__
_____
C
peak time of C : 18
E
wheather : wind
threshold : 5.1
memory length : 1540
response mode : > th
dose dependency : dose independent
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 = 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
521.4 1.07 4.9 2.82 2.13 1.22 -0.959 10 1.26 18 5.1 1540 -- --
553.37 1.1 4.74 2.79 2.01 0.726 -1.2 -- 1.31 18.1 3.501 11621 -- --
523.65 1.07 4.9 2.83 2.12 1.22 -- 9.96 1.26 18 5.1 1540 -- --
550.21 1.09 4.75 3 2.07 1.28 -- -- 1.3 18 3.6 11559 -- --
754.15 1.28 4.86 2.86 -- 1.67 -- 10.3 1.22 -- 5 1656 -- --
564.89 1.11 4.73 2.56 2.13 -- -0.823 -- 1.41 18 -- -- -- --
566.55 1.11 4.73 2.57 2.13 -- -- -- 1.41 18 -- -- -- --
729.09 1.26 4.68 2.79 -- 0.939 -- -- 1.4 -- 3.6 11559 -- --
656.68 1.19 4.77 -- 2.15 -1.57 -- -- 1.1 18.2 8.825 18258 -- --
801.24 1.32 4.69 2.51 -- -- -- -- 1.36 -- -- -- -- --
740.41 1.27 4.79 -- 2.09 -- -- -- 1.12 18.1 -- -- -- --
856.69 1.36 4.84 -- -- -1.7 -- -- 0.734 -- 8.609 47520 -- --
966.99 1.45 4.76 -- -- -- -- -- 1.08 -- -- -- -- --

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
1 496.23 atmosphere 1000 14400 < th dose independent rect. 24 1
2 496.53 atmosphere 1000 14400 > th dose independent rect. 24 1
77 498.58 atmosphere 1005 14400 > th dose independent rect. 5 1
83 498.76 atmosphere 1000 14400 < th dose dependent rect. 24 1
94 499.07 atmosphere 1005 14400 > th dose independent rect. 5 5
107 499.40 atmosphere 1005 14400 < th dose independent rect. 5 1
108 499.46 atmosphere 1005 14400 < th dose dependent rect. 3 1
123 499.71 atmosphere 1005 14400 < th dose dependent rect. 1 4
137 499.84 atmosphere 1005 14400 < th dose independent rect. 5 5
187 500.35 atmosphere 1000 14400 > th dose independent sin 13 NA
206 500.62 atmosphere 1000 14400 < th dose independent sin 13 NA
290 501.26 atmosphere 1005 14400 > th dose independent rect. 9 1
343 501.56 atmosphere 1000 14400 < th dose dependent rect. 20 1
410 501.97 atmosphere 1005 14400 < th dose dependent sin 11 NA
651 502.98 atmosphere 1000 14400 > th dose independent rect. 15 1
665 503.03 atmosphere 1000 14400 < th dose independent rect. 17 1
669 503.04 atmosphere 1000 14400 < th dose independent rect. 15 3
679 503.07 atmosphere 1000 14400 > th dose independent rect. 15 3
690 503.10 atmosphere 1000 14400 < th dose independent rect. 15 1
727 503.21 atmosphere 1000 14400 > th dose independent rect. 17 1