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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.

Os02g0812000

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

Description : NAD-dependent epimerase/dehydratase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.74 (0.025) R2 : 0.00959
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.111 (0.0527) R2dN8 : 0.0124 R2N8 : 0.00959
σ : 0.471
deviance : 101.94
__
_____
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 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
92.81 0.453 2.75 0.185 0.083 0.588 0.186 2.52 0.107 5 46.25 88 -- --
99.2 0.464 2.74 0.207 0.0807 0.35 -0.199 -- 0.101 4.4 44.67 108 -- --
92.88 0.449 2.75 0.186 0.0843 0.592 -- 2.48 0.107 4.81 46.29 87 -- --
99.06 0.464 2.74 0.195 0.0886 0.38 -- -- 0.114 4.31 43.22 133 -- --
93.13 0.449 2.75 0.183 -- 0.578 -- 2.51 0.111 -- 46.72 87 -- --
99.85 0.468 2.73 0.167 0.0888 -- 0.44 -- 0.13 10 -- -- -- --
100.59 0.47 2.73 0.183 0.0904 -- -- -- 0.131 9.17 -- -- -- --
99.45 0.464 2.73 0.198 -- 0.345 -- -- 0.123 -- 41.92 144 -- --
99.99 0.466 2.74 -- 0.0922 0.371 -- -- 0.0912 4.27 42.02 143 -- --
101.06 0.47 2.73 0.183 -- -- -- -- 0.131 -- -- -- -- --
101.47 0.471 2.73 -- 0.0905 -- -- -- 0.11 9.02 -- -- -- --
100.41 0.467 2.74 -- -- 0.308 -- -- 0.0966 -- 42.09 143 -- --
101.94 0.471 2.74 -- -- -- -- -- 0.111 -- -- -- -- --

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 75.82 humidity 50.0 10 < th dose independent rect. 11 1
93 75.82 humidity 50.0 10 < th dose dependent rect. 11 1
185 90.17 radiation 40.0 90 > th dose independent rect. 10 2
228 93.72 radiation 40.0 90 > th dose independent rect. 14 22
229 93.82 radiation 40.0 90 > th dose independent rect. 10 5
249 93.93 radiation 30.0 90 > th dose dependent rect. 10 2
296 94.47 wind 1.0 10 < th dose independent rect. 11 1
320 94.54 precipitation 0.1 270 > th dose independent rect. 8 1
336 94.54 precipitation 0.1 270 > th dose dependent rect. 8 1
419 95.05 wind 5.0 10 < th dose dependent rect. 11 1
421 95.10 temperature 25.0 90 > th dose independent rect. 10 2
422 95.12 humidity 60.0 30 < th dose independent sin 8 NA
428 95.23 radiation 40.0 90 < th dose independent rect. 5 14
429 95.25 atmosphere 1010.0 30 < th dose independent rect. 11 1
477 95.37 humidity 60.0 90 > th dose independent sin 8 NA
479 95.37 radiation 40.0 90 < th dose independent rect. 5 16
485 95.44 temperature 25.0 10 > th dose independent rect. 11 1
519 95.59 radiation 40.0 90 > th dose independent sin 1 NA
528 95.66 wind 5.0 10 < th dose independent rect. 11 1
575 95.74 radiation 30.0 90 > th dose dependent rect. 10 5
576 95.74 radiation 30.0 90 > th dose dependent rect. 14 22
579 95.75 radiation 40.0 90 < th dose independent rect. 11 23
599 95.77 radiation 40.0 90 < th dose independent rect. 5 12
627 95.82 radiation 10.0 90 > th dose dependent rect. 10 5
628 95.83 radiation 40.0 90 < th dose independent sin 0 NA
636 95.85 wind 5.0 90 < th dose independent rect. 11 1
638 95.86 radiation 40.0 90 > th dose independent no NA NA
849 95.94 radiation 40.0 90 < th dose independent rect. 23 23
894 96.01 humidity 80.0 10 > th dose independent rect. 12 1
897 96.01 temperature 20.0 10 > th dose dependent rect. 11 1
921 96.05 wind 7.0 90 < th dose dependent rect. 11 1
928 96.08 radiation 40.0 90 < th dose independent no NA NA