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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.

Os06g0187000

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

Description : Similar to Origin recognition complex 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.88 (0.0313) R2 : 0.379
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.569 (0.0754) R2dC : 0.0786 R2C : 0.0359
β3 : -1.59 (0.103) R2dE : 0.403 R2E : 0.236
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.403 (0.0715) R2dN8 : 0.0698 R2N8 : -0.0775
σ : 0.572
deviance : 150.77
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_____
C
peak time of C : 21.4
E
wheather : temperature
threshold : 25.7
memory length : 1307
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
143.77 0.563 3.82 0.887 0.557 -1.75 -0.226 1.33 0.568 21 25.8 1363 -- --
146.38 0.563 3.86 0.651 0.542 -1.65 -0.184 -- 0.467 20.4 25.89 1432 -- --
143.87 0.559 3.82 0.89 0.566 -1.76 -- 1.32 0.568 21.1 25.8 1346 -- --
145.09 0.561 3.87 0.505 0.58 -1.71 -- -- 0.449 21.2 25.8 1306 -- --
161.26 0.591 3.81 0.884 -- -1.67 -- 1.28 0.553 -- 25.9 1408 -- --
225.49 0.704 3.99 -0.0498 0.552 -- -0.0592 -- -0.0837 19.7 -- -- -- --
225.5 0.703 3.99 -0.0482 0.553 -- -- -- -0.0837 19.7 -- -- -- --
162.07 0.593 3.84 0.478 -- -1.6 -- -- 0.475 -- 25.54 1414 -- --
150.77 0.572 3.88 -- 0.569 -1.59 -- -- 0.403 21.4 25.7 1307 -- --
241.93 0.727 3.97 -0.0556 -- -- -- -- -0.0919 -- -- -- -- --
225.56 0.703 3.98 -- 0.553 -- -- -- -0.0783 19.7 -- -- -- --
167.32 0.602 3.86 -- -- -1.47 -- -- 0.384 -- 25.52 1397 -- --
242.01 0.726 3.97 -- -- -- -- -- -0.0857 -- -- -- -- --

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
1 143.78 temperature 20 1440 > th dose dependent rect. 23 15
2 143.81 temperature 20 1440 > th dose dependent rect. 1 13
13 144.08 temperature 20 1440 > th dose dependent sin 5 NA
46 145.09 temperature 20 4320 > th dose dependent rect. 7 1
52 145.20 temperature 25 1440 > th dose dependent rect. 11 2
60 145.31 temperature 20 4320 > th dose dependent rect. 6 4
127 146.17 temperature 10 4320 > th dose dependent rect. 7 1
145 146.31 temperature 30 4320 < th dose dependent rect. 7 1
155 146.39 temperature 25 4320 > th dose independent rect. 6 7
169 146.51 temperature 25 4320 < th dose independent rect. 6 7
190 146.69 temperature 20 1440 > th dose dependent no NA NA
201 146.77 temperature 20 1440 > th dose dependent rect. 1 23
210 146.83 temperature 20 1440 > th dose dependent rect. 9 23
219 146.85 temperature 20 1440 > th dose dependent rect. 11 23
225 146.87 temperature 30 4320 < th dose dependent rect. 6 4
243 146.93 temperature 20 1440 > th dose dependent rect. 6 23
300 147.26 temperature 25 1440 > th dose independent rect. 1 22
341 147.46 temperature 25 1440 > th dose independent rect. 15 22
485 148.02 temperature 30 1440 < th dose dependent rect. 4 9
606 148.34 temperature 25 4320 > th dose independent sin 3 NA
621 148.37 temperature 25 4320 < th dose independent rect. 4 19
679 148.49 temperature 25 1440 > th dose independent rect. 8 23
691 148.53 temperature 25 1440 > th dose independent rect. 8 16
732 148.60 temperature 30 1440 < th dose dependent sin 4 NA
740 148.62 temperature 25 1440 > th dose independent no NA NA
759 148.66 temperature 25 1440 < th dose independent rect. 16 21
768 148.68 temperature 25 4320 < th dose independent sin 3 NA
872 148.84 temperature 20 270 > th dose dependent rect. 11 23
952 148.96 radiation 1 4320 < th dose dependent rect. 18 12