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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.

Os05g0363500

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

Description : Armadillo-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.88 (0.0537) R2 : 0.579
β1 : 0.342 (0.232) R2dD : 0.00349 R2D : -0.00966
β2 : 2.66 (0.121) R2dC : 0.449 R2C : 0.454
β3 : 1.61 (0.215) R2dE : 0.0831 R2E : -0.0359
β4 : -2.32 (0.488) R2dD*C : 0.0212 R2D*C : 0.0078
β5 : 3.74 (0.667) R2dD*E : 0.0624 R2D*E : -0.0487
γ1 : -0.775 (0.117) R2dN8 : 0.0679 R2N8 : 0.0419
σ : 0.926
deviance : 388.08
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_____
C
peak time of C : 21.3
E
wheather : temperature
threshold : 20.52
memory length : 1412
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
388.08 0.926 4.88 0.342 2.66 1.61 -2.32 3.74 -0.775 21.3 20.52 1412 -- --
407.58 0.94 5.05 -0.156 2.66 1.13 -2.1 -- -1.1 21.1 22.1 1206 -- --
406.4 0.939 4.88 0.529 2.68 1.53 -- 3.67 -0.74 21.3 20.8 1416 -- --
422.06 0.957 5.01 -0.169 2.63 0.998 -- -- -0.996 21.2 22.1 1201 -- --
767.87 1.29 4.88 0.58 -- 1.71 -- 2.38 -1.05 -- 21.9 775 -- --
442.27 0.986 4.93 0.135 2.68 -- -2.16 -- -0.663 21.3 -- -- -- --
459.07 1 4.93 0.213 2.69 -- -- -- -0.661 21.3 -- -- -- --
623.05 1.16 5.05 -0.495 -- 2.4 -- -- -1.54 -- 25.2 755 -- --
422.02 0.957 5 -- 2.59 0.955 -- -- -0.957 21.2 22.11 1104 -- --
880.43 1.39 4.86 0.226 -- -- -- -- -0.672 -- -- -- -- --
460.27 1 4.94 -- 2.69 -- -- -- -0.685 21.3 -- -- -- --
627.13 1.17 5.04 -- -- 2.3 -- -- -1.45 -- 25.29 722 -- --
881.78 1.39 4.86 -- -- -- -- -- -0.697 -- -- -- -- --

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
1 381.06 temperature 25 720 < th dose dependent rect. 6 16
2 381.29 temperature 25 720 < th dose dependent sin 22 NA
32 386.67 temperature 10 270 > th dose dependent rect. 14 23
34 386.77 temperature 10 720 > th dose dependent rect. 6 22
53 387.43 temperature 20 270 > th dose dependent rect. 14 21
68 388.11 temperature 15 720 > th dose dependent rect. 21 23
73 388.23 temperature 15 720 > th dose dependent rect. 12 23
100 389.08 temperature 10 720 > th dose dependent no NA NA
106 389.32 temperature 15 720 > th dose dependent rect. 10 23
120 389.58 temperature 15 720 > th dose dependent rect. 1 23
136 389.82 temperature 30 720 < th dose dependent rect. 14 23
139 389.86 temperature 15 720 > th dose dependent rect. 23 23
142 389.91 temperature 30 720 < th dose dependent no NA NA
154 390.05 temperature 20 1440 > th dose independent rect. 18 10
178 390.29 temperature 20 1440 > th dose independent sin 15 NA
181 390.30 temperature 30 720 < th dose dependent rect. 19 23
204 390.53 temperature 20 1440 > th dose independent rect. 18 8
221 390.65 temperature 20 1440 > th dose independent rect. 16 12
222 390.65 temperature 20 1440 > th dose independent rect. 13 15
244 390.83 temperature 20 1440 > th dose independent rect. 20 6
264 391.01 temperature 20 1440 > th dose independent rect. 9 19
270 391.05 temperature 20 1440 > th dose independent rect. 11 17
394 391.86 wind 3 14400 < th dose dependent rect. 23 1
400 391.89 temperature 20 1440 < th dose independent rect. 18 11
417 392.03 temperature 25 1440 < th dose dependent rect. 21 1
431 392.16 temperature 20 1440 < th dose independent sin 15 NA
463 392.43 temperature 20 1440 < th dose independent rect. 16 13
464 392.43 temperature 20 1440 < th dose independent rect. 13 16
518 392.73 temperature 20 1440 < th dose independent rect. 9 20
520 392.74 temperature 20 1440 < th dose independent rect. 20 6
614 393.26 wind 3 14400 < th dose independent rect. 1 1
627 393.33 temperature 25 1440 < th dose dependent rect. 17 5
696 393.79 atmosphere 1005 270 < th dose independent rect. 16 3
821 394.52 atmosphere 1005 270 < th dose independent rect. 17 1
844 394.64 atmosphere 1010 90 < th dose dependent rect. 17 6
846 394.65 temperature 25 720 < th dose independent rect. 24 22
864 394.71 wind 3 14400 > th dose independent rect. 1 1
873 394.75 temperature 20 1440 > th dose independent rect. 18 18
903 394.99 temperature 20 1440 > th dose independent rect. 18 20
912 395.01 temperature 20 1440 > th dose independent rect. 4 22
913 395.01 temperature 20 1440 > th dose independent rect. 18 23
939 395.13 temperature 20 1440 > th dose independent rect. 16 20
942 395.14 temperature 20 1440 > th dose independent rect. 13 23