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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.

Os03g0275100

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

Description : Similar to TA11 protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.26 (0.0304) R2 : 0.0103
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.14 (0.064) R2dN8 : 0.0133 R2N8 : 0.0103
σ : 0.572
deviance : 150.28
__
_____
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 = temperature, 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
136.07 0.548 3.25 0.145 0.261 0.836 -0.494 0.644 -0.0332 0.463 19.3 1952 -- --
136.7 0.545 3.23 0.243 0.265 0.671 -0.597 -- 0.00019 0.132 19.79 1989 -- --
136.8 0.545 3.25 0.134 0.283 0.864 -- 0.77 -0.0375 1.47 19.35 1952 -- --
137.58 0.546 3.23 0.258 0.268 0.74 -- -- -0.0111 1.48 19.36 1890 -- --
141.15 0.553 3.24 0.172 -- 0.879 -- 0.612 -0.031 -- 19.3 1787 -- --
145.35 0.565 3.26 -0.0674 0.228 -- -0.601 -- -0.15 0.176 -- -- -- --
146.23 0.566 3.26 -0.047 0.258 -- -- -- -0.15 1.94 -- -- -- --
141.67 0.554 3.23 0.254 -- 0.769 -- -- -0.0115 -- 19.4 1778 -- --
138.89 0.549 3.24 -- 0.276 0.64 -- -- -0.0421 1.97 19.3 1856 -- --
150.24 0.573 3.26 -0.0363 -- -- -- -- -0.144 -- -- -- -- --
146.29 0.566 3.26 -- 0.257 -- -- -- -0.144 1.93 -- -- -- --
142.97 0.557 3.24 -- -- 0.628 -- -- -0.0581 -- 19.38 1778 -- --
150.28 0.572 3.26 -- -- -- -- -- -0.14 -- -- -- -- --

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
1 125.09 radiation 20 10 > th dose dependent rect. 16 1
31 125.10 radiation 40 90 > th dose independent rect. 15 1
48 125.10 radiation 40 90 > th dose dependent rect. 15 1
65 125.15 radiation 20 10 > th dose independent rect. 16 1
255 126.82 wind 1 90 < th dose dependent rect. 15 1
288 127.33 humidity 60 10 < th dose independent rect. 15 1
311 127.99 humidity 60 10 < th dose dependent rect. 14 2
317 128.38 humidity 60 10 < th dose independent rect. 14 5
352 128.50 humidity 60 10 < th dose dependent rect. 14 5
384 128.81 humidity 60 90 < th dose independent sin 14 NA
385 128.81 wind 1 90 < th dose independent rect. 15 1
386 128.86 humidity 60 10 < th dose independent sin 13 NA
424 129.28 humidity 60 90 > th dose independent sin 13 NA
442 129.31 humidity 60 10 < th dose dependent sin 13 NA
443 129.31 wind 3 10 < th dose dependent rect. 16 1
449 129.56 humidity 60 10 > th dose independent sin 12 NA
530 130.19 wind 3 10 < th dose independent rect. 16 1
733 132.55 atmosphere 1005 10 < th dose dependent rect. 16 1
747 132.61 humidity 60 30 < th dose dependent rect. 12 4
749 132.65 atmosphere 1005 90 < th dose dependent rect. 14 1
888 134.08 temperature 20 1440 < th dose dependent rect. 22 1
890 134.11 temperature 20 1440 < th dose dependent rect. 16 8
917 134.16 humidity 60 10 < th dose independent rect. 12 5
937 134.17 wind 1 270 < th dose dependent rect. 5 4
941 134.22 temperature 20 1440 < th dose independent rect. 16 3
951 134.27 humidity 60 10 < th dose independent rect. 12 7