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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.

Os04g0687200

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

Description : Inorganic pyrophosphatase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.2 (0.0316) R2 : 0.635
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.12 (0.076) R2dC : 0.626 R2C : 0.62
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.254 (0.0664) R2dN8 : 0.0151 R2N8 : 0.00922
σ : 0.595
deviance : 161.93
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_____
C
peak time of C : 22.5
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 = humidity, 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
143 0.562 5.21 0.699 2.15 -0.173 0.633 -3.2 0.301 22.5 50.42 1496 -- --
144.88 0.561 5.17 0.632 2.15 -0.742 0.443 -- 0.377 22.6 84.67 4005 -- --
144.6 0.56 5.21 0.663 2.14 -0.191 -- -2.89 0.298 22.5 50.94 1489 -- --
145.7 0.562 5.16 0.598 2.17 -0.728 -- -- 0.396 22.6 85 3995 -- --
418.19 0.952 5.21 0.408 -- 1.78 -- -6.53 0.255 -- 51.06 2949 -- --
152.16 0.578 5.18 0.603 2.12 -- 0.418 -- 0.32 22.5 -- -- -- --
152.88 0.579 5.18 0.586 2.12 -- -- -- 0.319 22.5 -- -- -- --
367.95 0.897 5.14 0.657 -- -1.5 -- -- 0.266 -- 85 3995 -- --
154.01 0.578 5.16 -- 2.19 -0.804 -- -- 0.404 22.6 104.8 3980 -- --
428.05 0.967 5.13 0.624 -- -- -- -- 0.328 -- -- -- -- --
161.93 0.595 5.2 -- 2.12 -- -- -- 0.254 22.5 -- -- -- --
378.62 0.909 5.15 -- -- -1.48 -- -- 0.202 -- 86.04 4471 -- --
438.31 0.977 5.14 -- -- -- -- -- 0.259 -- -- -- -- --

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
1 137.22 humidity 50 14400 > th dose independent rect. 14 2
2 137.24 humidity 50 14400 > th dose independent rect. 13 4
3 137.31 humidity 50 14400 < th dose independent rect. 14 2
5 137.35 humidity 50 14400 < th dose independent rect. 13 4
6 137.36 humidity 50 14400 > th dose independent rect. 10 7
7 137.36 humidity 50 14400 < th dose dependent rect. 14 3
25 137.42 humidity 50 14400 < th dose dependent rect. 14 20
31 137.45 humidity 50 14400 > th dose independent rect. 10 14
32 137.45 wind 3 14400 < th dose dependent rect. 4 6
37 137.46 humidity 50 14400 > th dose independent rect. 12 11
43 137.46 humidity 50 14400 > th dose independent rect. 12 16
73 137.49 humidity 50 14400 > th dose independent sin 19 NA
129 137.57 humidity 50 14400 > th dose independent rect. 12 23
133 137.58 humidity 50 14400 < th dose independent rect. 12 23
167 137.62 humidity 50 14400 < th dose independent sin 19 NA
182 137.63 humidity 50 14400 > th dose independent no NA NA
285 137.66 humidity 50 14400 < th dose independent rect. 10 7
326 137.72 humidity 50 14400 < th dose independent no NA NA
468 137.74 humidity 60 14400 < th dose dependent rect. 9 7
553 137.89 humidity 60 14400 < th dose dependent sin 5 NA
565 137.96 wind 3 14400 < th dose dependent rect. 24 10
581 137.97 humidity 50 14400 < th dose dependent sin 13 NA
584 137.98 wind 3 14400 < th dose dependent rect. 7 2
586 137.99 wind 3 14400 < th dose dependent rect. 20 14
589 138.01 wind 3 14400 < th dose independent rect. 4 4
620 138.07 wind 3 14400 < th dose dependent rect. 22 12
631 138.08 wind 3 14400 > th dose independent rect. 4 3
637 138.09 wind 3 14400 < th dose independent rect. 3 7
647 138.12 wind 3 14400 < th dose dependent sin 6 NA
664 138.17 wind 3 14400 < th dose independent rect. 5 1
677 138.20 wind 3 14400 > th dose independent rect. 5 1
710 138.24 wind 3 14400 < th dose dependent rect. 24 14
725 138.28 wind 3 14400 > th dose independent rect. 3 7
740 138.31 wind 3 14400 < th dose independent rect. 7 1
758 138.33 wind 1 14400 > th dose dependent rect. 5 3
824 138.43 wind 1 14400 > th dose independent rect. 21 16
828 138.44 wind 3 14400 < th dose dependent rect. 24 2
844 138.46 wind 1 14400 > th dose independent rect. 4 9
913 138.52 humidity 90 1440 > th dose dependent rect. 20 2
957 138.58 wind 1 14400 < th dose independent rect. 21 16
978 138.59 humidity 60 14400 < th dose dependent no NA NA