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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.

Os02g0108800

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.19 (0.0505) R2 : 0.262
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.957 (0.125) R2dC : 0.098 R2C : 0.131
β3 : 1.44 (0.17) R2dE : 0.131 R2E : 0.131
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.377 (0.11) R2dN8 : 0.0283 R2N8 : -0.00432
σ : 0.939
deviance : 406.74
__
_____
C
peak time of C : 21.3
E
wheather : temperature
threshold : 20.5
memory length : 933
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
375.88 0.911 5.23 0.344 0.992 1.08 2.65 -1.66 -0.376 21.4 20.52 793 -- --
383.51 0.912 5.19 0.64 1.03 1.24 2.26 -- -0.316 21.2 20.5 930 -- --
398.44 0.93 5.2 0.443 0.981 1.13 -- -0.696 -0.344 21.6 20.58 785 -- --
399.49 0.931 5.19 0.559 0.959 1.25 -- -- -0.322 21.5 20.51 785 -- --
450.47 0.989 5.19 0.37 -- 1.43 -- -0.499 -0.418 -- 20.82 794 -- --
427.51 0.969 5.12 1.11 1.15 -- 2.11 -- -0.0297 21.5 -- -- -- --
443.76 0.986 5.13 1.03 1.14 -- -- -- -0.034 21.7 -- -- -- --
450.98 0.989 5.17 0.462 -- 1.56 -- -- -0.369 -- 20.38 774 -- --
406.74 0.939 5.19 -- 0.957 1.44 -- -- -0.377 21.3 20.5 933 -- --
520.5 1.07 5.1 1.04 -- -- -- -- -0.036 -- -- -- -- --
471.7 1.02 5.15 -- 1.14 -- -- -- -0.149 21.7 -- -- -- --
455.95 0.995 5.19 -- -- 1.7 -- -- -0.444 -- 20.34 780 -- --
549 1.09 5.12 -- -- -- -- -- -0.151 -- -- -- -- --

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
1 366.50 temperature 20 720 > th dose independent rect. 21 12
2 366.85 temperature 20 720 < th dose independent rect. 22 11
3 367.17 humidity 90 14400 > th dose dependent rect. 21 2
5 367.48 temperature 20 720 > th dose dependent rect. 23 10
6 367.59 humidity 90 14400 > th dose dependent rect. 18 6
7 367.70 temperature 20 720 > th dose dependent rect. 1 8
9 367.75 temperature 20 720 < th dose independent sin 8 NA
14 367.90 temperature 20 720 > th dose independent sin 8 NA
16 367.96 temperature 20 720 < th dose independent rect. 22 16
31 368.53 temperature 25 720 < th dose dependent rect. 21 13
32 368.54 humidity 90 14400 > th dose independent rect. 18 1
47 368.90 temperature 25 720 < th dose dependent sin 8 NA
61 369.27 humidity 90 14400 < th dose independent rect. 18 2
66 369.36 temperature 15 720 > th dose dependent sin 8 NA
71 369.48 temperature 20 720 > th dose independent rect. 1 6
82 369.76 temperature 20 720 > th dose dependent rect. 21 13
130 370.58 humidity 90 14400 > th dose independent rect. 18 4
219 371.84 temperature 20 720 > th dose independent rect. 19 20
232 372.02 humidity 90 14400 > th dose dependent sin 17 NA
255 372.22 temperature 20 4320 < th dose independent rect. 6 1
274 372.66 humidity 90 14400 > th dose dependent rect. 4 21
461 374.51 humidity 80 14400 > th dose dependent rect. 18 1
506 375.02 temperature 20 4320 > th dose independent rect. 6 1
518 375.11 humidity 90 14400 > th dose dependent rect. 14 23
525 375.15 humidity 90 14400 > th dose dependent no NA NA
558 375.39 humidity 90 14400 > th dose dependent rect. 9 23
583 375.69 humidity 90 14400 > th dose dependent rect. 21 23
610 375.86 humidity 90 14400 > th dose independent rect. 9 2
631 376.01 humidity 90 14400 > th dose dependent rect. 4 7
655 376.13 humidity 90 14400 > th dose dependent rect. 5 5
663 376.19 temperature 25 1440 < th dose dependent rect. 8 1
704 376.43 humidity 90 14400 < th dose independent rect. 9 2
709 376.49 temperature 20 720 > th dose independent rect. 12 21
716 376.53 humidity 90 14400 > th dose dependent rect. 6 2
732 376.63 temperature 20 720 > th dose independent rect. 12 23
764 376.83 temperature 20 720 > th dose independent rect. 10 23
770 376.88 radiation 1 14400 > th dose independent rect. 18 11
827 377.17 humidity 90 14400 > th dose independent rect. 9 15
839 377.27 humidity 90 14400 > th dose dependent sin 2 NA
848 377.33 atmosphere 995 43200 < th dose independent rect. 21 17
911 377.64 atmosphere 995 43200 < th dose independent rect. 23 14
913 377.64 humidity 90 14400 > th dose independent rect. 3 21
922 377.69 humidity 90 14400 > th dose independent sin 17 NA
924 377.70 temperature 20 1440 > th dose independent rect. 22 4
942 377.80 atmosphere 995 43200 > th dose independent rect. 22 16
955 377.85 atmosphere 995 43200 < th dose dependent rect. 21 13