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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.

Os08g0269000

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

Description : Protein of unknown function DUF593 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.73 (0.0398) R2 : 0.176
β1 : -1.07 (0.148) R2dD : 0.103 R2D : 0.0564
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.12 (0.142) R2dE : 0.126 R2E : 0.0753
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.118 (0.088) R2dN8 : 0.00466 R2N8 : -0.0146
σ : 0.737
deviance : 250.63
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1011
memory length : 4279
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
238.84 0.726 4.71 -0.893 0.315 -1.07 -1.51 -0.693 -0.0888 6.97 1011 4396 -- --
240.47 0.722 4.72 -0.985 0.317 -1.06 -1.37 -- -0.0876 6.72 1011 4297 -- --
243.9 0.727 4.71 -0.957 0.342 -1.14 -- -0.675 -0.0942 5.7 1011 4676 -- --
244.99 0.729 4.72 -1.09 0.336 -1.1 -- -- -0.123 5.72 1011 4530 -- --
249.76 0.736 4.72 -0.951 -- -1.1 -- -0.545 -0.0903 -- 1011 4316 -- --
272.24 0.774 4.68 -0.788 0.361 -- -1.5 -- 0.0754 6.75 -- -- -- --
277.29 0.78 4.68 -0.817 0.374 -- -- -- 0.0776 5.69 -- -- -- --
250.63 0.737 4.73 -1.07 -- -1.12 -- -- -0.118 -- 1011 4279 -- --
271.91 0.768 4.71 -- 0.308 -1.08 -- -- -0.00932 5.41 1013 4175 -- --
284.57 0.788 4.68 -0.805 -- -- -- -- 0.0865 -- -- -- -- --
294.87 0.803 4.66 -- 0.362 -- -- -- 0.169 5.79 -- -- -- --
276.59 0.775 4.69 -- -- -1.14 -- -- 0.0585 -- 1013 4178 -- --
301.65 0.811 4.66 -- -- -- -- -- 0.176 -- -- -- -- --

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
1 231.80 radiation 10.0 14400 < th dose independent rect. 12 1
4 233.33 radiation 20.0 14400 < th dose independent rect. 17 19
5 233.36 radiation 20.0 14400 < th dose independent rect. 5 7
11 233.37 radiation 20.0 14400 < th dose independent rect. 22 14
12 233.37 radiation 20.0 14400 < th dose independent rect. 19 17
21 233.75 radiation 20.0 14400 < th dose independent rect. 17 21
49 233.84 radiation 10.0 14400 < th dose independent rect. 10 20
54 233.86 radiation 10.0 14400 < th dose independent rect. 10 9
79 233.91 radiation 20.0 14400 < th dose independent sin 6 NA
82 233.94 radiation 40.0 14400 > th dose dependent rect. 7 2
114 233.99 radiation 10.0 14400 < th dose independent rect. 10 6
180 234.30 radiation 10.0 14400 < th dose independent sin 22 NA
306 234.59 radiation 10.0 14400 < th dose independent rect. 4 16
325 234.60 radiation 10.0 14400 < th dose independent no NA NA
326 234.60 radiation 10.0 14400 < th dose independent rect. 5 14
572 235.09 humidity 70.0 14400 < th dose independent rect. 7 2
591 235.26 radiation 10.0 14400 > th dose dependent rect. 5 6
650 235.39 atmosphere 1015.0 14400 > th dose independent rect. 21 1
669 235.43 radiation 10.0 14400 > th dose dependent sin 9 NA
703 235.49 atmosphere 1015.0 14400 < th dose independent rect. 21 1
819 235.75 precipitation 0.1 43200 > th dose dependent rect. 17 2
823 235.80 radiation 20.0 14400 < th dose dependent rect. 11 1
827 235.82 radiation 40.0 14400 > th dose dependent sin 11 NA
890 236.02 atmosphere 1015.0 14400 > th dose dependent rect. 3 7
901 236.03 atmosphere 1015.0 14400 > th dose dependent rect. 5 4
911 236.04 radiation 30.0 14400 < th dose dependent rect. 4 8
917 236.04 radiation 40.0 14400 < th dose dependent rect. 22 14
918 236.04 radiation 40.0 14400 < th dose dependent rect. 19 17
953 236.06 radiation 30.0 14400 < th dose dependent sin 8 NA
968 236.11 atmosphere 1015.0 14400 > th dose dependent rect. 2 2