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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.

Os04g0604900

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

Description : Similar to Xyloglucan endotransglycosylase (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.02 (0.0383) R2 : 0.132
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.48 (0.668) R2dE : 0.132 R2E : 0.131
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0237 (0.0807) R2dN8 : 0.000486 R2N8 : -0.000221
σ : 0.72
deviance : 238.78
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 25.73
memory length : 44
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 7.38
open length of G : 1.89

__

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 = rect.)

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
222.01 0.7 3.03 -0.415 0.216 2.08 -0.72 -7.61 -0.0444 7.38 7.844 83 7.25 0.516
228.84 0.705 3.03 -0.345 0.282 4.94 -1.13 -- -0.0221 7.16 25.68 44 7.38 1.9
223.32 0.696 3.03 -0.428 0.213 2.09 -- -8.07 -0.0421 7.57 7.667 83 7.24 0.513
232.16 0.71 3.03 -0.348 0.251 5.23 -- -- -0.00785 7.41 25.73 44 7.38 1.88
225.58 0.7 3.04 -0.433 -- 2.2 -- -7.99 -0.0393 -- 7.237 84 7.25 0.517
257.77 0.753 3.03 -0.418 0.356 -- -1.41 -- -0.0571 7.35 -- -- -- --
263.12 0.76 3.03 -0.448 0.353 -- -- -- -0.0538 7.68 -- -- -- --
235.24 0.714 3.03 -0.356 -- 5.44 -- -- -0.00292 -- 25.62 44 7.4 1.88
235.89 0.715 3.03 -- 0.252 5.31 -- -- -0.0064 7.47 25.73 44 7.38 1.88
269.86 0.768 3.04 -0.443 -- -- -- -- -0.0486 -- -- -- -- --
268.42 0.766 3.02 -- 0.35 -- -- -- -0.00388 7.77 -- -- -- --
238.78 0.72 3.02 -- -- 5.48 -- -- 0.0237 -- 25.73 44 7.38 1.89
275.04 0.774 3.03 -- -- -- -- -- 0.00059 -- -- -- -- --

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
1 224.55 temperature 15.0 90 > th dose independent rect. 8 23
2 225.94 radiation 10.0 90 > th dose dependent rect. 7 1
20 228.90 radiation 10.0 10 > th dose dependent rect. 17 16
35 228.97 temperature 20.0 90 > th dose independent rect. 7 1
82 230.23 radiation 30.0 90 > th dose independent rect. 7 1
99 230.33 humidity 70.0 10 < th dose independent rect. 7 1
159 230.33 humidity 70.0 10 < th dose dependent rect. 7 1
346 231.56 temperature 10.0 30 > th dose dependent rect. 9 22
553 232.59 temperature 25.0 10 < th dose independent rect. 7 1
663 233.14 humidity 60.0 90 < th dose dependent rect. 9 1
718 233.78 humidity 60.0 90 < th dose independent rect. 9 1
741 234.04 atmosphere 1005.0 30 > th dose dependent rect. 7 1
777 235.21 wind 9.0 90 < th dose independent rect. 8 23
843 236.50 temperature 30.0 30 < th dose dependent rect. 7 2
864 237.05 wind 9.0 10 < th dose independent rect. 9 22
866 237.16 wind 3.0 30 > th dose independent rect. 7 2
870 237.26 wind 1.0 10 > th dose dependent rect. 7 2
887 237.40 precipitation 0.1 90 < th dose independent rect. 8 23
888 237.40 precipitation 0.1 90 < th dose dependent rect. 8 23
889 237.46 wind 1.0 90 > th dose dependent rect. 7 1
890 237.50 wind 9.0 90 < th dose independent rect. 7 1
891 237.50 temperature 10.0 90 > th dose independent rect. 7 1
894 237.50 humidity 50.0 90 > th dose independent rect. 7 1
896 237.50 atmosphere 995.0 90 > th dose independent rect. 7 1
897 237.50 atmosphere 1015.0 90 < th dose independent rect. 7 1
902 237.55 precipitation 0.1 90 < th dose independent rect. 7 1
903 237.55 precipitation 0.1 90 < th dose dependent rect. 7 1
915 237.79 atmosphere 1010.0 30 < th dose independent rect. 9 22
919 237.90 atmosphere 995.0 90 > th dose independent rect. 8 23
931 238.07 atmosphere 1005.0 90 > th dose independent rect. 7 1
957 238.47 atmosphere 1010.0 10 < th dose independent rect. 7 2
973 238.74 temperature 15.0 270 > th dose independent rect. 5 23
974 238.76 temperature 10.0 1440 > th dose independent rect. 8 2
977 238.76 atmosphere 995.0 1440 > th dose independent rect. 8 2
980 238.76 atmosphere 1015.0 1440 < th dose independent rect. 8 2
981 238.76 temperature 10.0 1440 > th dose independent rect. 10 22