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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.

Os12g0574000

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

Description : Amino acid/polyamine transporter II family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : -2170 (--) R2 : -89800000
β1 : 13300 (--) R2dD : -61900000 R2D : -89800000
β2 : 0.178 (--) R2dC : 34.4 R2C : -27900000
β3 : -414000 (--) R2dE : -- R2E : --
β4 : -0.206 (--) R2dD*C : -5.92 R2D*C : -27900000
β5 : 2530000 (--) R2dD*E : -- R2D*E : --
γ1 : 0.0121 (--) R2dN8 : 107 R2N8 : -27900000
σ : 0.391
deviance : 69.22
__
_____
C
peak time of C : 5.14
E
wheather : atmosphere
threshold : 1
memory length : 4
response mode : < th
dose dependency : dose dependent
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 = atmosphere, response mode = < th, dose dependency = dose dependent, 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
69.22 0.391 -2170 13300 0.178 -414000 -0.206 2530000 0.0121 5.14 1 4 -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
76.64 0.41 3.2 0.0743 0.138 -- -0.38 -- -0.000383 5.49 -- -- -- --
77 0.411 3.2 0.073 0.136 -- -- -- 0.00128 5.49 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
77.96 0.413 3.2 0.0775 -- -- -- -- 0.0046 -- -- -- -- --
77.14 0.411 3.2 -- 0.137 -- -- -- -0.00685 5.46 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
78.12 0.413 3.2 -- -- -- -- -- -0.004 -- -- -- -- --

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 63.39 atmosphere 1000 10 < th dose dependent rect. 18 2
2 63.40 atmosphere 1000 10 < th dose independent rect. 18 2
5 63.50 atmosphere 1000 90 < th dose dependent rect. 18 1
8 63.51 atmosphere 1000 90 < th dose independent rect. 18 1
31 65.72 humidity 70 90 < th dose independent rect. 18 1
57 67.40 atmosphere 995 270 > th dose independent sin 10 NA
80 67.67 atmosphere 995 270 < th dose independent sin 9 NA
90 68.01 atmosphere 995 270 < th dose dependent sin 9 NA
271 68.92 humidity 70 90 < th dose dependent rect. 18 1
272 68.92 temperature 30 270 > th dose dependent rect. 16 17
273 68.93 temperature 30 270 > th dose dependent rect. 16 3
289 68.96 radiation 10 270 > th dose dependent rect. 17 1
340 69.22 atmosphere 995 270 < th dose dependent no NA NA
533 69.24 radiation 10 270 > th dose independent rect. 17 1
590 69.26 atmosphere 1000 10 < th dose dependent rect. 16 5
605 69.55 atmosphere 995 270 < th dose independent no NA NA
823 69.72 temperature 30 270 > th dose independent rect. 17 2
839 69.74 atmosphere 1000 90 > th dose independent rect. 3 23
841 69.75 atmosphere 995 1440 > th dose independent rect. 17 10
868 70.03 atmosphere 995 1440 > th dose independent rect. 6 21
886 70.15 atmosphere 995 270 > th dose independent no NA NA