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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.

Os06g0161800

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

Description : Protein of unknown function DUF569 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.1 (0.0303) R2 : 0.754
β1 : 0.889 (0.112) R2dD : 0.0362 R2D : 0.0165
β2 : 2.18 (0.0823) R2dC : 0.444 R2C : 0.535
β3 : 1.22 (0.114) R2dE : 0.0756 R2E : 0.181
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.902 (0.065) R2dN8 : 0.143 R2N8 : 0.0451
σ : 0.563
deviance : 145.99
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_____
C
peak time of C : 20.1
E
wheather : temperature
threshold : 30.02
memory length : 778
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
139.69 0.555 4.01 1.65 2.25 0.433 1.15 6.34 0.939 20.1 30.3 789 -- --
142.39 0.556 4.07 1.04 2.17 1.15 1.39 -- 0.942 20 29.8 821 -- --
143.57 0.558 4.01 1.65 2.25 0.433 -- 7.04 0.939 20.1 30.3 789 -- --
145.99 0.563 4.1 0.889 2.18 1.22 -- -- 0.902 20.1 30.02 778 -- --
312.26 0.823 4.02 1.66 -- 2.19 -- 6.05 0.791 -- 28.26 649 -- --
172.7 0.616 4.13 1.16 2.51 -- 1.77 -- 0.797 20.1 -- -- -- --
182.11 0.632 4.13 1.11 2.51 -- -- -- 0.799 20 -- -- -- --
299.16 0.806 4.13 0.578 -- 2.52 -- -- 0.49 -- 28.2 649 -- --
165.7 0.6 4.12 -- 2.15 1.37 -- -- 0.817 20 29.93 800 -- --
527.81 1.07 4.07 1.09 -- -- -- -- 0.767 -- -- -- -- --
214.55 0.685 4.16 -- 2.51 -- -- -- 0.676 20.1 -- -- -- --
307.35 0.817 4.15 -- -- 2.62 -- -- 0.411 -- 28.21 659 -- --
558.9 1.1 4.1 -- -- -- -- -- 0.647 -- -- -- -- --

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
1 138.69 temperature 30 720 < th dose independent rect. 24 19
4 139.18 temperature 30 720 < th dose independent rect. 15 22
5 139.19 temperature 30 720 < th dose independent rect. 8 11
6 139.20 temperature 30 720 < th dose independent rect. 7 13
9 139.27 temperature 30 720 > th dose dependent rect. 17 21
13 139.47 temperature 30 720 > th dose independent rect. 16 22
17 139.62 temperature 30 720 < th dose independent rect. 9 18
41 139.95 temperature 30 720 > th dose dependent rect. 11 2
76 140.51 temperature 30 720 > th dose independent rect. 12 1
96 140.56 temperature 25 720 > th dose dependent sin 22 NA
101 140.64 temperature 25 720 > th dose dependent rect. 10 10
102 140.65 temperature 30 720 < th dose independent sin 23 NA
129 140.73 temperature 25 720 > th dose dependent rect. 5 16
143 140.79 temperature 30 720 > th dose independent rect. 10 23
149 140.81 temperature 30 720 > th dose independent sin 23 NA
151 140.81 temperature 30 720 > th dose dependent sin 5 NA
159 140.84 temperature 30 720 > th dose independent no NA NA
160 140.84 temperature 30 720 > th dose independent rect. 9 10
278 140.88 temperature 30 720 > th dose dependent sin 9 NA
313 140.99 temperature 30 720 > th dose independent rect. 11 3
362 141.15 temperature 30 720 < th dose independent no NA NA
369 141.18 temperature 30 720 > th dose independent rect. 12 23
439 141.43 temperature 25 720 > th dose dependent rect. 10 23
441 141.44 wind 1 1440 < th dose independent rect. 3 3
466 141.52 wind 3 1440 < th dose dependent rect. 4 2
480 141.55 temperature 25 720 > th dose dependent rect. 8 23
495 141.60 temperature 25 720 > th dose dependent no NA NA
500 141.61 wind 1 1440 > th dose independent rect. 3 3
533 141.68 temperature 25 720 > th dose dependent rect. 12 23
549 141.78 temperature 25 270 > th dose dependent rect. 11 20
605 141.93 temperature 30 720 < th dose independent sin 10 NA
647 142.05 temperature 30 720 > th dose independent sin 10 NA