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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.

Os08g0334900

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

Description : Xyloglucan fucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.82 (0.0566) R2 : 0.279
β1 : 0.898 (0.223) R2dD : 0.0278 R2D : 0.0608
β2 : 1.04 (0.134) R2dC : 0.0921 R2C : 0.0858
β3 : 2.23 (0.28) R2dE : 0.112 R2E : 0.136
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.503 (0.121) R2dN8 : 0.0341 R2N8 : -0.000968
σ : 1.06
deviance : 515.72
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_____
C
peak time of C : 23.6
E
wheather : humidity
threshold : 45.46
memory length : 6195
response mode : < th
dose dependency : dose independent
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 = humidity, 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
504.75 1.06 3.73 0.958 0.974 0.9 0.0159 4.13 0.517 23.6 50.67 6248 -- --
518.46 1.06 3.74 0.894 1.02 2.13 -0.079 -- 0.628 23.8 46 5752 -- --
504.75 1.05 3.73 0.957 0.974 0.9 -- 4.13 0.517 23.6 50.67 6248 -- --
515.72 1.06 3.82 0.898 1.04 2.23 -- -- 0.503 23.6 45.46 6195 -- --
564.24 1.11 3.71 0.957 -- 0.978 -- 4.12 0.535 -- 50.08 6288 -- --
584.01 1.13 3.83 1.51 1.01 -- 0.139 -- 0.407 23.6 -- -- -- --
584.09 1.13 3.83 1.51 1.01 -- -- -- 0.406 23.6 -- -- -- --
574.41 1.12 3.81 0.984 -- 2.78 -- -- 0.524 -- 47.71 4971 -- --
531.64 1.07 3.82 -- 1.01 2.53 -- -- 0.439 23.7 45 6176 -- --
647.93 1.19 3.81 1.53 -- -- -- -- 0.418 -- -- -- -- --
643.92 1.19 3.87 -- 1.03 -- -- -- 0.239 23.7 -- -- -- --
583.5 1.13 3.79 -- -- 3.58 -- -- 0.507 -- 48.22 4956 -- --
710.07 1.24 3.85 -- -- -- -- -- 0.248 -- -- -- -- --

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
1 458.50 radiation 30 43200 < th dose dependent rect. 12 1
2 458.73 wind 1 14400 < th dose independent rect. 24 2
3 459.22 wind 1 14400 > th dose independent rect. 24 2
5 459.58 radiation 10 43200 < th dose independent rect. 12 1
10 460.79 radiation 1 43200 > th dose dependent rect. 12 1
18 461.85 radiation 20 43200 > th dose independent rect. 12 1
36 463.03 wind 1 43200 < th dose independent rect. 11 2
41 463.16 radiation 30 43200 < th dose independent rect. 11 22
45 463.33 radiation 20 43200 < th dose independent rect. 12 19
48 463.34 radiation 30 43200 < th dose independent rect. 11 12
90 463.55 radiation 30 43200 < th dose independent sin 20 NA
100 463.62 radiation 30 43200 < th dose independent rect. 4 12
102 463.62 radiation 30 43200 < th dose independent rect. 18 22
147 463.78 radiation 30 43200 < th dose independent rect. 8 11
169 463.80 wind 1 43200 > th dose independent rect. 12 1
208 463.91 radiation 30 43200 < th dose independent rect. 4 19
213 463.92 radiation 30 43200 < th dose independent no NA NA
269 463.92 radiation 30 43200 < th dose independent rect. 22 22
327 464.06 radiation 10 43200 < th dose independent rect. 7 11
345 464.11 radiation 10 43200 < th dose independent rect. 9 23
346 464.11 radiation 30 43200 < th dose independent rect. 15 23
351 464.14 wind 1 43200 < th dose dependent rect. 10 3
387 464.25 radiation 1 43200 > th dose dependent rect. 10 8
388 464.26 radiation 1 43200 > th dose dependent rect. 10 20
420 464.35 radiation 10 43200 < th dose independent sin 23 NA
475 464.46 radiation 1 43200 > th dose dependent rect. 17 14
524 464.59 radiation 10 43200 < th dose independent rect. 1 22
529 464.60 radiation 10 43200 < th dose independent no NA NA
589 464.68 radiation 40 43200 < th dose dependent rect. 17 14
591 464.69 radiation 40 43200 < th dose dependent rect. 10 8
599 464.71 radiation 40 43200 < th dose dependent rect. 10 21
628 464.80 radiation 40 43200 < th dose dependent rect. 10 16
641 464.83 radiation 1 43200 > th dose dependent sin 20 NA
693 464.89 radiation 10 43200 < th dose independent rect. 15 23
816 465.10 radiation 40 43200 < th dose dependent sin 21 NA
865 465.21 radiation 40 43200 < th dose dependent rect. 16 22
905 465.27 radiation 1 43200 > th dose dependent rect. 15 23
975 465.34 radiation 1 43200 > th dose dependent rect. 16 16