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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.

Os08g0459400

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

Description : Transposase, IS4 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.78 (0.0392) R2 : 0.374
β1 : -1.29 (0.148) R2dD : 0.119 R2D : 0.00885
β2 : 0.611 (0.101) R2dC : 0.0508 R2C : 0.0567
β3 : 1.91 (0.136) R2dE : 0.321 R2E : 0.209
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.242 (0.0874) R2dN8 : 0.0159 R2N8 : -0.0376
σ : 0.723
deviance : 241.22
__
_____
C
peak time of C : 5.29
E
wheather : temperature
threshold : 20.32
memory length : 1061
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
238 0.725 3.86 -1.89 0.536 1.91 0.414 -2.07 -0.408 4.12 20.41 1225 -- --
241.23 0.723 3.78 -1.29 0.575 1.86 0.332 -- -0.228 4.9 20.1 1107 -- --
237.76 0.718 3.85 -1.9 0.559 1.98 -- -2.23 -0.411 5.07 21.25 1117 -- --
241.22 0.723 3.78 -1.29 0.611 1.91 -- -- -0.242 5.29 20.32 1061 -- --
253.09 0.741 3.86 -1.91 -- 2.02 -- -2.25 -0.415 -- 21.46 1184 -- --
335.4 0.859 3.7 -0.672 0.761 -- 0.482 -- 0.159 3.2 -- -- -- --
336.14 0.859 3.7 -0.682 0.765 -- -- -- 0.156 3.26 -- -- -- --
256.86 0.746 3.79 -1.31 -- 1.93 -- -- -0.254 -- 20.37 1182 -- --
279.59 0.779 3.74 -- 0.614 1.53 -- -- -0.0418 5.15 21.9 1058 -- --
369.25 0.898 3.7 -0.65 -- -- -- -- 0.177 -- -- -- -- --
348.41 0.873 3.68 -- 0.751 -- -- -- 0.232 3.26 -- -- -- --
295.74 0.801 3.74 -- -- 1.53 -- -- -0.0159 -- 22.12 1172 -- --
380.38 0.91 3.68 -- -- -- -- -- 0.249 -- -- -- -- --

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
1 226.09 temperature 20 720 > th dose dependent rect. 14 16
13 228.42 temperature 20 720 > th dose dependent sin 14 NA
53 231.70 temperature 10 1440 > th dose dependent rect. 16 5
60 231.99 temperature 10 1440 > th dose dependent rect. 17 2
160 234.54 temperature 30 1440 < th dose dependent rect. 18 3
195 235.20 temperature 30 720 < th dose dependent sin 15 NA
282 236.51 temperature 30 720 < th dose dependent rect. 14 16
427 238.00 temperature 10 720 > th dose dependent rect. 14 21
496 238.74 wind 9 43200 > th dose dependent rect. 19 11
499 238.75 wind 5 43200 > th dose independent rect. 14 22
510 238.82 wind 5 43200 > th dose independent rect. 19 22
513 238.83 wind 5 43200 > th dose dependent rect. 18 22
517 238.86 wind 5 43200 > th dose dependent rect. 14 22
518 238.87 wind 5 43200 < th dose independent rect. 19 22
605 239.41 wind 5 43200 < th dose independent rect. 14 22
606 239.41 wind 5 43200 > th dose dependent no NA NA
622 239.44 wind 5 43200 > th dose dependent rect. 2 23
625 239.45 wind 5 43200 > th dose dependent rect. 23 23
643 239.53 wind 5 43200 > th dose dependent rect. 6 23
665 239.59 wind 5 43200 > th dose dependent rect. 4 23
680 239.66 wind 5 43200 > th dose dependent rect. 10 23
693 239.72 wind 5 43200 > th dose dependent rect. 8 23
720 239.82 wind 5 43200 > th dose independent no NA NA
771 239.93 wind 5 43200 > th dose independent rect. 24 23
791 240.00 wind 5 43200 > th dose independent rect. 2 23
806 240.05 temperature 20 1440 > th dose dependent no NA NA
814 240.08 wind 5 43200 > th dose independent rect. 4 23
828 240.14 wind 5 43200 > th dose independent rect. 6 23
886 240.27 wind 9 43200 > th dose dependent rect. 20 3
914 240.35 wind 9 43200 > th dose dependent rect. 17 13
924 240.40 wind 5 43200 < th dose independent no NA NA
940 240.45 wind 9 43200 < th dose independent rect. 18 12
976 240.55 wind 5 43200 < th dose independent rect. 24 23
979 240.56 wind 9 43200 > th dose independent rect. 19 11