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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.

Os03g0798000

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

Description : Aldehyde oxidase and xanthine dehydrogenase, molybdopterin binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.19 (0.0341) R2 : 0.00149
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0592 (0.0718) R2dN8 : 0.00192 R2N8 : 0.00149
σ : 0.642
deviance : 189.24
__
_____
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 = temperature, 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
161.38 0.597 3.13 0.429 0.306 0.85 1.05 -1.32 0.0895 8.75 18.3 799 -- --
163.4 0.595 3.15 0.335 0.293 1.12 0.943 -- 0.0751 8.64 18.4 807 -- --
164.67 0.598 3.14 0.433 0.303 0.905 -- -0.835 0.0815 8.67 18.3 807 -- --
165.59 0.599 3.15 0.374 0.301 1.11 -- -- 0.0695 8.47 18.35 807 -- --
169.77 0.607 3.15 0.454 -- 1.03 -- -0.746 0.0943 -- 18.39 807 -- --
179.32 0.628 3.18 0.0301 0.39 -- 0.571 -- -0.0563 9.16 -- -- -- --
180.45 0.629 3.18 0.051 0.387 -- -- -- -0.0553 9.33 -- -- -- --
170.48 0.608 3.16 0.404 -- 1.22 -- -- 0.0834 -- 18.31 783 -- --
168.87 0.605 3.17 -- 0.326 1.08 -- -- 0.00496 8.16 18 752 -- --
189.18 0.643 3.19 0.0491 -- -- -- -- -0.0537 -- -- -- -- --
180.52 0.628 3.18 -- 0.387 -- -- -- -0.061 9.32 -- -- -- --
174.06 0.614 3.18 -- -- 1.23 -- -- 0.00703 -- 17.8 615 -- --
189.24 0.642 3.19 -- -- -- -- -- -0.0592 -- -- -- -- --

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
1 154.53 temperature 15 720 > th dose dependent rect. 3 5
14 156.67 temperature 15 720 > th dose dependent rect. 22 11
25 157.03 temperature 30 720 < th dose dependent rect. 24 9
29 157.11 temperature 30 720 < th dose dependent rect. 24 7
32 157.15 temperature 20 720 > th dose independent rect. 3 4
44 157.55 temperature 25 720 < th dose dependent sin 8 NA
66 157.84 temperature 15 720 > th dose dependent sin 8 NA
179 159.02 temperature 30 720 < th dose dependent rect. 1 2
187 159.13 temperature 20 720 < th dose dependent rect. 1 2
347 160.31 temperature 10 270 > th dose dependent rect. 3 13
355 160.34 temperature 25 270 < th dose dependent rect. 7 2
398 160.57 temperature 20 720 < th dose independent rect. 24 14
437 160.76 temperature 20 720 < th dose independent rect. 24 10
458 160.86 temperature 20 720 < th dose independent sin 6 NA
503 161.02 temperature 20 720 < th dose independent rect. 3 4
561 161.25 temperature 20 720 > th dose independent sin 7 NA
676 161.74 temperature 20 720 > th dose independent rect. 20 19
729 161.99 temperature 20 720 < th dose independent rect. 5 1
784 162.24 temperature 20 720 < th dose dependent no NA NA
802 162.31 temperature 20 720 < th dose dependent rect. 11 23
852 162.54 temperature 20 720 < th dose dependent rect. 5 1
854 162.54 humidity 90 14400 > th dose dependent rect. 21 4
910 162.75 wind 9 43200 > th dose dependent rect. 20 1
918 162.80 temperature 25 270 < th dose independent rect. 7 5
989 163.09 temperature 25 90 < th dose independent rect. 10 1
993 163.09 humidity 90 14400 > th dose dependent rect. 18 13
998 163.11 wind 1 10 > th dose dependent rect. 11 1