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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.

Os02g0323900

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.1 (0.0452) R2 : 0.069
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.93 (0.504) R2dE : 0.0687 R2E : 0.0689
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00927 (0.0955) R2dN8 : 6.66e-05 R2N8 : 0.000285
σ : 0.849
deviance : 332.19
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 8.8
memory length : 138
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
322.79 0.844 3.13 0.254 0.33 5.13 0.0887 8.71 -0.00595 6.5 8.5 108 -- --
328.62 0.844 3.1 0.228 0.41 3.56 0.493 -- 0.049 5.55 8.7 120 -- --
322.68 0.837 3.13 0.255 0.332 5.21 -- 8.79 -0.00538 6.45 8.51 108 -- --
325.76 0.841 3.07 0.185 0.385 3.42 -- -- 0.0287 6.32 8.7 138 -- --
328.34 0.844 3.14 0.259 -- 5.15 -- 8.96 -0.000438 -- 8.5 108 -- --
351.98 0.88 3.11 -0.0184 0.263 -- 0.475 -- -0.0763 7.79 -- -- -- --
352.63 0.879 3.11 -0.00618 0.263 -- -- -- -0.077 7.75 -- -- -- --
331.36 0.848 3.08 0.201 -- 3.04 -- -- 0.0456 -- 8.7 138 -- --
326.33 0.841 3.09 -- 0.338 3.08 -- -- -0.00266 6.56 8.704 138 -- --
356.37 0.882 3.12 -0.0029 -- -- -- -- -0.0732 -- -- -- -- --
352.63 0.878 3.11 -- 0.263 -- -- -- -0.0763 7.76 -- -- -- --
332.19 0.849 3.1 -- -- 2.93 -- -- -0.00927 -- 8.8 138 -- --
356.37 0.881 3.12 -- -- -- -- -- -0.0729 -- -- -- -- --

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
1 316.10 wind 9 10 > th dose independent rect. 13 5
5 318.44 wind 9 10 > th dose dependent rect. 13 5
39 321.09 wind 9 10 > th dose dependent sin 18 NA
60 323.22 wind 7 90 > th dose dependent rect. 11 7
123 324.56 wind 9 10 < th dose independent sin 18 NA
244 325.29 wind 9 270 > th dose dependent sin 2 NA
251 325.46 wind 9 10 > th dose dependent rect. 17 21
256 325.55 wind 9 10 > th dose dependent no NA NA
529 326.20 wind 9 270 > th dose independent sin 2 NA
543 326.35 wind 9 270 < th dose independent sin 1 NA
548 326.42 wind 7 270 > th dose dependent rect. 13 1
550 326.43 wind 9 270 < th dose independent sin 3 NA
555 326.54 wind 9 30 > th dose independent sin 19 NA
570 326.81 wind 9 270 > th dose independent rect. 13 1
847 328.22 wind 9 90 > th dose independent rect. 15 23