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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.

Os12g0626200

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

Description : Auxin responsive SAUR protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.43 (0.059) R2 : 0.709
β1 : -3.69 (0.218) R2dD : 0.197 R2D : 0.0579
β2 : 1.23 (0.155) R2dC : 0.0433 R2C : 0.083
β3 : 5.27 (0.196) R2dE : 0.512 R2E : 0.404
β4 : -5.42 (0.686) R2dD*C : 0.0413 R2D*C : 0.00535
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.1 (0.128) R2dN8 : 0.0648 R2N8 : -0.0445
σ : 1.1
deviance : 555.03
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_____
C
peak time of C : 18.9
E
wheather : temperature
threshold : 16.84
memory length : 288
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 7.18
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
553.33 1.11 5.45 -3.93 1.3 5.41 -5.38 -1.55 -1.16 18.6 16.71 287 7.13 --
555.03 1.1 5.43 -3.69 1.23 5.27 -5.42 -- -1.1 18.9 16.84 288 7.18 --
620.29 1.16 5.5 -4.07 1.76 4.88 -- -2.9 -1.24 19.8 18 362 7.19 --
627.89 1.17 5.45 -3.58 1.78 4.75 -- -- -1.12 19.9 17.9 364 7.18 --
617.66 1.16 5.45 -4.34 -- 6.21 -- -4.81 -1.15 -- 16.76 508 10.1 --
936.34 1.43 5.33 -2.81 3.54 -- -1.25 -- -0.391 22.7 -- -- -- --
942.58 1.44 5.32 -2.76 3.54 -- -- -- -0.389 22.8 -- -- -- --
649.03 1.19 5.37 -3.67 -- 6.08 -- -- -0.981 -- 16.11 511 10.1 --
947.57 1.43 5.35 -- 2.11 3.59 -- -- -0.47 21.5 20.09 459 7.9 --
1718.49 1.94 5.23 -2.69 -- -- -- -- -0.367 -- -- -- -- --
1143.2 1.58 5.26 -- 3.52 -- -- -- -0.0818 22.7 -- -- -- --
978.33 1.46 5.26 -- -- 4.87 -- -- -0.485 -- 12.76 225 8.04 --
1908.91 2.04 5.17 -- -- -- -- -- -0.0693 -- -- -- -- --

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
1 559.04 temperature 15 270 > th dose dependent sin 13 NA
2 559.77 temperature 15 720 > th dose dependent rect. 15 9
3 561.58 temperature 20 720 > th dose dependent rect. 15 7
38 576.66 temperature 15 720 > th dose dependent sin 18 NA
87 589.20 temperature 30 720 < th dose dependent rect. 15 8
158 602.67 temperature 30 270 < th dose dependent sin 13 NA
202 609.61 temperature 25 270 < th dose dependent rect. 14 15
286 618.48 temperature 30 720 < th dose dependent sin 17 NA
351 624.82 temperature 25 720 > th dose independent rect. 14 8
405 630.00 temperature 25 720 < th dose independent rect. 14 9
474 635.02 temperature 25 10 < th dose dependent rect. 15 17
634 643.02 temperature 25 720 > th dose independent rect. 15 5
668 644.61 temperature 25 10 < th dose dependent rect. 12 20
669 644.64 temperature 25 10 < th dose dependent rect. 12 22
763 649.28 temperature 25 720 < th dose independent sin 17 NA
921 659.18 temperature 25 720 > th dose independent sin 17 NA