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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.

Os05g0529900

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

Description : Protein of unknown function DUF284, transmembrane eukaryotic family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.92 (0.0387) R2 : 0.261
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.3 (0.107) R2dE : 0.273 R2E : 0.259
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.076 (0.0856) R2dN8 : 0.00188 R2N8 : -0.0124
σ : 0.717
deviance : 236.83
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C
peak time of C : --
E
wheather : temperature
threshold : 21.95
memory length : 855
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 = temperature, 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
217.8 0.693 3.94 -0.125 0.52 1.29 -0.892 1.13 0.00556 9.87 21.99 1043 -- --
221.1 0.693 3.91 0.219 0.515 1.3 -0.592 -- 0.0805 9.77 22 1042 -- --
220.69 0.692 3.93 -0.104 0.549 1.3 -- 1.01 0.0328 9.88 22 1080 -- --
222.4 0.695 3.9 0.191 0.524 1.26 -- -- 0.0854 9.99 21.91 1042 -- --
234.86 0.714 3.93 0.00134 -- 1.38 -- 0.692 0.0668 -- 21.95 912 -- --
280.16 0.785 3.99 -0.246 0.698 -- -0.613 -- -0.314 10.4 -- -- -- --
281.68 0.786 3.99 -0.27 0.701 -- -- -- -0.315 10.4 -- -- -- --
235.96 0.715 3.91 0.188 -- 1.34 -- -- 0.107 -- 21.94 855 -- --
223.32 0.696 3.9 -- 0.521 1.25 -- -- 0.0737 9.92 21.91 1036 -- --
311.73 0.825 4.01 -0.282 -- -- -- -- -0.317 -- -- -- -- --
283.6 0.788 3.98 -- 0.703 -- -- -- -0.285 10.4 -- -- -- --
236.83 0.717 3.92 -- -- 1.3 -- -- 0.076 -- 21.95 855 -- --
313.82 0.827 4 -- -- -- -- -- -0.286 -- -- -- -- --

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
1 216.25 temperature 30 720 < th dose dependent rect. 21 15
5 217.09 temperature 15 720 > th dose dependent sin 8 NA
8 217.16 temperature 30 720 < th dose dependent sin 7 NA
15 217.58 temperature 10 720 > th dose dependent rect. 21 17
46 218.99 temperature 10 720 > th dose dependent rect. 18 21
114 220.43 temperature 25 720 < th dose dependent rect. 24 20
232 222.23 temperature 25 1440 < th dose dependent rect. 20 3
263 222.73 temperature 15 1440 > th dose dependent rect. 20 3
313 223.16 temperature 15 720 > th dose dependent rect. 2 7
334 223.37 temperature 25 1440 < th dose dependent rect. 19 6
365 223.63 temperature 15 1440 > th dose dependent rect. 19 6
509 224.31 temperature 25 720 < th dose dependent no NA NA
582 224.62 temperature 30 1440 < th dose dependent sin 12 NA
733 225.22 temperature 25 720 < th dose dependent rect. 4 23
766 225.37 radiation 1 14400 < th dose dependent rect. 14 3
792 225.43 temperature 25 720 < th dose dependent rect. 6 23