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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.

Os01g0946300

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

Description : Lecithin:cholesterol acyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.62 (0.0401) R2 : 0.446
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.87 (0.162) R2dE : 0.416 R2E : 0.441
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.151 (0.0879) R2dN8 : 0.0049 R2N8 : 0.0301
σ : 0.744
deviance : 254.88
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C
peak time of C : --
E
wheather : atmosphere
threshold : 1013
memory length : 31787
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 = 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
244.31 0.734 4.59 0.548 0.0985 -1.74 1.56 0.748 0.341 7.5 1009 23906 -- --
245.32 0.729 4.56 0.798 0.0997 -1.74 1.54 -- 0.395 7.51 1009 23818 -- --
249.86 0.736 4.61 0.586 0.16 -1.72 -- 0.811 0.316 10.9 1009 23895 -- --
250.57 0.737 4.56 0.849 0.172 -1.73 -- -- 0.397 11.6 1009 23782 -- --
251.49 0.739 4.59 0.604 -- -1.73 -- 0.696 0.335 -- 1009 23911 -- --
339.79 0.864 4.46 1.71 0.106 -- 1.53 -- 0.839 7.3 -- -- -- --
345.46 0.87 4.46 1.74 0.144 -- -- -- 0.839 10.3 -- -- -- --
252.44 0.74 4.56 0.84 -- -1.73 -- -- 0.398 -- 1009 23782 -- --
254.11 0.742 4.61 -- 0.175 -2.53 -- -- 0.143 11.5 1010 32946 -- --
346.73 0.87 4.46 1.74 -- -- -- -- 0.838 -- -- -- -- --
425.49 0.965 4.5 -- 0.139 -- -- -- 0.645 9.41 -- -- -- --
254.88 0.744 4.62 -- -- -2.87 -- -- 0.151 -- 1013 31787 -- --
426.62 0.964 4.5 -- -- -- -- -- 0.645 -- -- -- -- --

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
1 237.58 radiation 40 43200 < th dose independent rect. 13 1
3 237.60 humidity 60 43200 < th dose dependent rect. 2 12
6 237.61 humidity 60 43200 < th dose dependent rect. 4 10
9 237.66 radiation 40 43200 > th dose independent rect. 12 2
12 237.72 radiation 30 43200 > th dose dependent rect. 12 2
13 237.72 humidity 60 43200 < th dose dependent rect. 8 6
53 238.75 humidity 60 43200 < th dose dependent sin 6 NA
133 239.14 radiation 40 43200 < th dose independent rect. 11 8
243 239.59 radiation 30 43200 > th dose dependent sin 16 NA
246 239.60 radiation 40 43200 > th dose independent rect. 11 21
421 240.17 humidity 70 43200 < th dose dependent rect. 8 2
445 240.22 radiation 40 43200 > th dose independent sin 18 NA
462 240.26 radiation 40 43200 < th dose independent sin 17 NA
477 240.34 radiation 30 43200 < th dose independent sin 19 NA
802 241.02 radiation 20 43200 > th dose dependent no NA NA
895 241.03 humidity 60 43200 > th dose independent rect. 8 2