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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.

Os04g0664500

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

Description : Similar to Agmatine coumaroyltransferase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.85 (0.0192) R2 : 0.00594
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0667 (0.0404) R2dN8 : 0.00767 R2N8 : 0.00594
σ : 0.362
deviance : 60.05
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, 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
49.03 0.326 2.85 -0.0388 0.0179 1.2 0.294 -3.09 0.0788 9.73 1015 10 -- --
54 0.345 2.85 -0.0847 0.0228 1.14 0.482 -- 0.0709 10.6 1015 10 -- --
49.32 0.33 2.85 -0.0249 0.0283 1.2 -- -3.22 0.0803 13.7 1015 10 -- --
53.92 0.342 2.86 -0.0372 0.029 1.2 -- -- 0.0682 11.8 1014 334 -- --
49.37 0.329 2.85 -0.0261 -- 1.19 -- -3.22 0.0795 -- 1015 10 -- --
59.01 0.36 2.86 -0.0853 0.0138 -- -0.473 -- 0.0581 22.4 -- -- -- --
59.92 0.363 2.86 -0.0662 0.0176 -- -- -- 0.0595 21.1 -- -- -- --
49.82 0.329 2.86 0.0744 -- 1.98 -- -- 0.0698 -- 1016 63 -- --
49.33 0.327 2.85 -- 0.0281 2.33 -- -- 0.0805 12.7 1016 249 -- --
59.94 0.362 2.86 -0.0661 -- -- -- -- 0.0594 -- -- -- -- --
60.04 0.362 2.86 -- 0.0178 -- -- -- 0.0669 20.8 -- -- -- --
49.38 0.327 2.85 -- -- 2.33 -- -- 0.08 -- 1016 341 -- --
60.05 0.362 2.85 -- -- -- -- -- 0.0667 -- -- -- -- --

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 49.00 atmosphere 1015 10 < th dose independent sin 14 NA
6 49.00 atmosphere 1015 10 < th dose independent sin 2 NA
23 49.03 atmosphere 1015 10 > th dose independent sin 7 NA
119 49.03 atmosphere 1015 10 > th dose independent no NA NA
126 49.03 atmosphere 1015 10 < th dose independent no NA NA
130 49.03 atmosphere 1015 270 > th dose independent rect. 20 1
137 49.03 atmosphere 1015 10 > th dose independent rect. 23 1