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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.

Os01g0802700

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

Description : Auxin Efflux Carrier family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.98 (0.0154) R2 : 0.541
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 6.74 (0.292) R2dE : 0.536 R2E : 0.53
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0936 (0.0325) R2dN8 : 0.0108 R2N8 : 0.00496
σ : 0.29
deviance : 38.85
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_____
C
peak time of C : --
E
wheather : wind
threshold : 10.71
memory length : 10
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 = wind, 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
40.8 0.3 2.8 -0.657 0.14 -17.4 -0.427 -80.6 0.105 4.99 9.5 29 -- --
254.91 0.744 3.25 -1.12 0.561 -7.84 1.09 -- -0.452 16 10.11 52 -- --
38.08 0.287 2.83 -0.63 0.118 -17.1 -- -79 0.0958 6.78 9.777 28 -- --
77.05 0.409 2.98 -0.029 0.0985 1.57 -- -- 0.0921 7.17 9 28 -- --
38.84 0.29 2.84 -0.622 -- -17 -- -78.2 0.0914 -- 9.815 28 -- --
83.54 0.428 2.99 -0.111 0.0747 -- 0.0977 -- 0.0615 6.93 -- -- -- --
83.56 0.428 2.99 -0.109 0.0749 -- -- -- 0.0614 7.32 -- -- -- --
51 0.333 2.93 0.182 -- 3.95 -- -- 0.246 -- 9.372 6 -- --
39.72 0.294 2.98 -- 0.0316 6.14 -- -- 0.127 16.3 10.88 6 -- --
83.86 0.428 2.99 -0.108 -- -- -- -- 0.0627 -- -- -- -- --
83.88 0.428 2.99 -- 0.0739 -- -- -- 0.0736 7.42 -- -- -- --
38.85 0.29 2.98 -- -- 6.74 -- -- 0.0936 -- 10.71 10 -- --
84.17 0.428 2.99 -- -- -- -- -- 0.0747 -- -- -- -- --

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 37.76 wind 9 10 > th dose independent rect. 15 1
9 37.76 wind 9 10 > th dose dependent rect. 15 1
47 41.66 wind 9 30 > th dose dependent rect. 15 11
189 48.64 wind 9 30 > th dose dependent sin 14 NA
302 60.64 wind 9 30 > th dose independent sin 14 NA
348 66.46 wind 9 30 < th dose independent sin 14 NA
459 67.97 atmosphere 1005 10 > th dose dependent rect. 15 1
470 68.35 radiation 1 10 < th dose dependent rect. 16 1
545 68.81 atmosphere 1005 30 > th dose independent rect. 15 1
570 69.21 humidity 70 10 < th dose independent rect. 15 1
624 69.74 radiation 1 10 < th dose independent rect. 16 1
716 70.13 temperature 25 10 < th dose independent rect. 15 1
818 70.27 wind 9 30 > th dose dependent no NA NA