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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.

Os07g0691600

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

Description : Similar to Alcohol dehydrogenase (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.86 (0.0219) R2 : 0.0056
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0739 (0.0461) R2dN8 : 0.00723 R2N8 : 0.0056
σ : 0.413
deviance : 78.13
__
_____
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 = radiation, 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
74.44 0.405 2.84 0.0704 0.519 0.325 -1.07 -0.949 -0.0376 12.2 0.04 90 -- --
75.77 0.405 2.86 -0.0337 0.355 0.173 -0.228 -- -0.0719 11.8 0.002454 84 -- --
75.71 0.408 2.85 -0.00134 0.367 0.185 -- -0.139 -0.0591 11.3 0.04 90 -- --
75.1 0.404 2.84 -0.0107 0.508 0.305 -- -- -0.0404 12.1 4.194e-06 84 -- --
77.09 0.409 2.86 -0.029 -- -0.101 -- -0.143 -0.0792 -- 14.2 40 -- --
76.69 0.411 2.85 -0.0216 0.151 -- 0.0022 -- -0.0752 11.3 -- -- -- --
76.69 0.41 2.85 -0.0215 0.151 -- -- -- -0.0752 11.3 -- -- -- --
77.15 0.409 2.86 -0.0234 -- -0.108 -- -- -0.0834 -- 19.67 36 -- --
75.07 0.404 2.84 -- 0.522 0.315 -- -- -0.0394 12.3 4.267e-07 90 -- --
78.11 0.413 2.86 -0.0253 -- -- -- -- -0.0767 -- -- -- -- --
76.7 0.41 2.85 -- 0.151 -- -- -- -0.0728 11.3 -- -- -- --
77.17 0.409 2.86 -- -- -0.108 -- -- -0.0798 -- 19.67 32 -- --
78.13 0.413 2.86 -- -- -- -- -- -0.0739 -- -- -- -- --

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 66.48 humidity 80 270 > th dose dependent rect. 12 1
3 66.59 humidity 90 270 > th dose independent rect. 11 2
4 66.77 radiation 1 270 < th dose independent rect. 12 2
5 66.77 radiation 1 270 < th dose dependent rect. 12 2
125 70.32 radiation 1 10 < th dose independent rect. 13 3
129 70.40 wind 1 10 < th dose dependent rect. 11 2
149 70.72 atmosphere 1000 10 < th dose dependent rect. 11 1
244 71.41 atmosphere 1000 90 < th dose independent rect. 10 1
246 71.44 wind 1 10 < th dose independent rect. 11 2
253 71.45 atmosphere 1000 10 < th dose independent rect. 11 1
287 71.73 radiation 20 270 < th dose independent rect. 12 1
343 72.25 temperature 25 90 < th dose independent rect. 13 3
353 72.29 humidity 80 90 > th dose independent rect. 15 1
380 72.42 wind 7 90 > th dose dependent rect. 8 1
381 72.43 wind 7 90 > th dose independent rect. 8 1
393 72.47 radiation 20 270 < th dose independent rect. 11 3
401 72.50 temperature 25 270 < th dose independent rect. 11 4
450 72.64 temperature 30 90 > th dose dependent rect. 10 1
453 72.66 temperature 25 270 < th dose independent rect. 12 1
460 72.69 temperature 25 90 < th dose independent rect. 14 1
471 72.73 radiation 20 270 < th dose dependent rect. 11 17
678 73.38 radiation 10 90 < th dose dependent rect. 19 22
696 73.46 radiation 1 270 < th dose independent rect. 11 18
732 73.54 radiation 20 270 < th dose independent rect. 11 17
764 73.62 temperature 20 270 < th dose independent rect. 9 1
768 73.62 radiation 40 90 > th dose dependent rect. 8 1
800 73.64 radiation 1 90 > th dose independent rect. 7 23
900 73.77 temperature 30 270 > th dose independent rect. 8 1
917 73.78 temperature 30 270 > th dose dependent rect. 8 1
950 73.81 wind 7 90 > th dose independent rect. 14 1
970 73.84 temperature 30 90 > th dose independent rect. 10 1