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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.

Os03g0189900

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

Description : VQ domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.39 (0.0383) R2 : 0.292
β1 : 1.63 (0.152) R2dD : 0.227 R2D : 0.0727
β2 : 0.679 (0.0979) R2dC : 0.0743 R2C : 0.0659
β3 : -1.11 (0.128) R2dE : 0.159 R2E : 0.00315
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.196 (0.0877) R2dN8 : 0.0129 R2N8 : -0.0338
σ : 0.701
deviance : 226.45
__
_____
C
peak time of C : 17.8
E
wheather : temperature
threshold : 20.1
memory length : 6199
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 = temperature, 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
214.3 0.688 4.22 3.1 0.865 -1.7 -1.33 7.01 0.455 17.6 24.93 1832 -- --
223.18 0.696 4.38 1.7 0.677 -1.16 -1.2 -- 0.219 17.3 19.15 6146 -- --
217.81 0.687 4.22 3.18 0.895 -1.82 -- 7.85 0.416 18.1 25.57 1917 -- --
226.45 0.701 4.39 1.63 0.679 -1.11 -- -- 0.196 17.8 20.1 6199 -- --
241.02 0.723 4.26 2.59 -- -1.3 -- 3.65 0.401 -- 22.73 2780 -- --
260.51 0.757 4.45 1.06 0.66 -- -1.26 -- -0.103 17.1 -- -- -- --
264.03 0.761 4.46 1.06 0.661 -- -- -- -0.11 17.6 -- -- -- --
247.37 0.733 4.35 1.75 -- -1.29 -- -- 0.263 -- 16.9 7031 -- --
278.44 0.777 4.44 -- 0.671 -0.618 -- -- -0.0482 17.8 26.93 7663 -- --
286.74 0.791 4.45 1.04 -- -- -- -- -0.126 -- -- -- -- --
293.72 0.802 4.48 -- 0.644 -- -- -- -0.228 17.7 -- -- -- --
297.59 0.803 4.45 -- -- -0.575 -- -- -0.14 -- 27.15 7023 -- --
315.27 0.829 4.47 -- -- -- -- -- -0.241 -- -- -- -- --

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
1 210.39 temperature 30 90 < th dose dependent rect. 8 19
7 212.04 temperature 10 270 > th dose dependent rect. 1 20
15 213.69 temperature 25 1440 > th dose dependent rect. 12 7
21 214.08 temperature 30 1440 < th dose independent rect. 14 2
30 214.33 radiation 1 14400 > th dose independent rect. 18 1
78 215.19 temperature 30 1440 > th dose independent rect. 14 2
79 215.19 temperature 25 1440 > th dose dependent rect. 12 19
93 215.33 temperature 25 1440 > th dose dependent sin 19 NA
97 215.35 radiation 1 14400 < th dose dependent rect. 2 3
133 215.86 radiation 1 14400 < th dose dependent rect. 4 1
168 216.27 temperature 25 1440 > th dose dependent rect. 3 17
172 216.28 temperature 25 1440 > th dose dependent rect. 5 15
227 216.72 humidity 90 43200 > th dose independent rect. 22 1
299 217.20 temperature 25 4320 > th dose independent rect. 6 7
319 217.28 radiation 1 14400 < th dose independent rect. 18 10
327 217.31 temperature 25 1440 > th dose dependent rect. 5 23
329 217.32 temperature 25 1440 > th dose dependent no NA NA
345 217.38 temperature 25 4320 < th dose independent rect. 6 7
368 217.52 radiation 1 14400 < th dose independent rect. 18 2
414 217.68 temperature 25 270 < th dose independent rect. 7 17
440 217.72 temperature 10 720 > th dose dependent rect. 18 20
445 217.74 temperature 20 1440 > th dose dependent rect. 5 2
459 217.78 temperature 25 1440 > th dose dependent rect. 17 23
570 218.35 temperature 10 270 > th dose dependent rect. 11 10
587 218.42 radiation 1 14400 < th dose dependent rect. 21 8
821 219.31 temperature 25 4320 > th dose independent sin 3 NA
863 219.55 radiation 1 14400 < th dose dependent rect. 18 1
867 219.56 radiation 1 14400 < th dose dependent rect. 18 5
882 219.63 temperature 30 1440 < th dose independent rect. 14 14
883 219.63 temperature 25 4320 > th dose independent rect. 5 15
892 219.67 temperature 30 1440 < th dose independent rect. 14 12
899 219.69 temperature 25 4320 < th dose independent sin 2 NA
921 219.74 temperature 30 1440 < th dose independent rect. 14 6
929 219.77 temperature 25 4320 < th dose independent rect. 5 15
983 219.94 humidity 90 43200 > th dose dependent rect. 22 1