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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.

Os01g0555800

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

Description : Formylmethionine deformylase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.49 (0.0449) R2 : 0.755
β1 : -1.91 (0.165) R2dD : 0.0742 R2D : -0.0702
β2 : 3.36 (0.11) R2dC : 0.521 R2C : 0.326
β3 : 4.04 (0.175) R2dE : 0.306 R2E : -0.00587
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.53 (0.0968) R2dN8 : 0.187 R2N8 : 0.0396
σ : 0.834
deviance : 320.81
__
_____
C
peak time of C : 22.1
E
wheather : temperature
threshold : 23.2
memory length : 368
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 21.2
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 = sin)

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
304.74 0.82 6.41 -1.2 3.44 3.56 -0.205 5.69 -1.32 22.1 21.89 329 20 --
318.65 0.831 6.47 -1.94 3.26 3.92 -0.884 -- -1.5 22.2 22.99 363 20.6 --
303.54 0.811 6.4 -1.18 3.47 3.6 -- 5.8 -1.32 22 22.5 323 20.5 --
320.81 0.834 6.49 -1.91 3.36 4.04 -- -- -1.53 22.1 23.2 368 21.2 --
453.56 0.992 6.31 -1.31 -- 5.22 -- 6.5 -1.36 -- -7.583 1123 20.1 --
531.35 1.08 6.4 -1.23 3.46 -- 0.229 -- -1.09 20.1 -- -- -- --
531.5 1.08 6.4 -1.24 3.46 -- -- -- -1.09 20.1 -- -- -- --
438.11 0.975 6.39 -1.95 -- 4.91 -- -- -1.44 -- -7.384 1033 18.9 --
408.85 0.942 6.44 -- 3.3 3.42 -- -- -1.25 21.7 23.3 356 21.2 --
1187.39 1.61 6.32 -1.27 -- -- -- -- -1.13 -- -- -- -- --
572.03 1.12 6.37 -- 3.47 -- -- -- -0.951 20.1 -- -- -- --
525.82 1.07 6.32 -- -- 4.41 -- -- -1.14 -- -20.86 993 18.5 --
1230.01 1.64 6.28 -- -- -- -- -- -0.99 -- -- -- -- --

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
1 312.84 temperature 20 270 > th dose dependent sin 1 NA
6 319.87 temperature 20 270 > th dose dependent rect. 7 10
11 322.76 temperature 25 270 > th dose dependent rect. 18 22
14 324.14 temperature 20 270 > th dose dependent rect. 1 16
17 324.71 temperature 25 90 > th dose dependent rect. 8 21
21 324.90 temperature 25 90 > th dose dependent rect. 8 16
41 327.70 temperature 25 270 > th dose dependent rect. 21 19
66 328.99 temperature 25 90 > th dose dependent rect. 21 23
76 330.40 temperature 25 90 > th dose dependent rect. 1 23
104 331.11 temperature 25 90 > th dose dependent no NA NA
143 332.38 temperature 25 90 > th dose dependent rect. 1 19
212 335.28 temperature 20 720 > th dose dependent rect. 3 10
226 336.56 temperature 20 720 > th dose dependent rect. 3 8
649 348.06 temperature 10 270 > th dose dependent rect. 6 23
679 348.72 temperature 25 90 > th dose dependent rect. 13 23
709 349.63 temperature 25 720 > th dose independent rect. 6 5
764 351.78 temperature 20 720 > th dose dependent rect. 7 2
814 353.20 temperature 25 270 > th dose independent rect. 7 11
878 355.13 temperature 10 270 > th dose dependent no NA NA
953 357.25 temperature 25 270 > th dose independent sin 23 NA