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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.

Os07g0564500

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

Description : Pyridine nucleotide-disulphide oxidoreductase, NAD-binding region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.19 (0.0849) R2 : 0.334
β1 : -2.79 (0.503) R2dD : 0.227 R2D : -0.193
β2 : 0.896 (0.158) R2dC : 0.0476 R2C : 0.0341
β3 : 3.24 (0.255) R2dE : 0.386 R2E : 0.179
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.49 (1.66) R2dD*E : 0.11 R2D*E : -0.142
γ1 : -0.155 (0.176) R2dN8 : 0.00268 R2N8 : -0.0268
σ : 1.16
deviance : 622.4
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C
peak time of C : 16
E
wheather : temperature
threshold : 27.3
memory length : 4547
response mode : > th
dose dependency : dose independent
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 = 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
616.3 1.17 5.2 -2.8 0.892 3.24 1.45 -6.47 -0.16 16 27.3 4548 -- --
639.39 1.18 5.02 -1.04 0.876 2.67 1.46 -- 0.26 16.5 27.4 4575 -- --
622.4 1.16 5.19 -2.79 0.896 3.24 -- -6.49 -0.155 16 27.3 4547 -- --
642 1.18 4.99 -1.06 0.878 2.71 -- -- 0.255 15.9 27.01 4637 -- --
662.08 1.2 5.19 -2.79 -- 3.22 -- -6.24 -0.184 -- 27.2 4685 -- --
855.83 1.37 4.9 -0.0914 0.913 -- 1.27 -- 0.588 16.2 -- -- -- --
860.33 1.37 4.9 -0.0786 0.921 -- -- -- 0.595 16.2 -- -- -- --
681.85 1.22 4.96 -1.13 -- 2.7 -- -- 0.244 -- 27.1 4715 -- --
669 1.2 4.93 -- 0.92 2.42 -- -- 0.436 15.8 27.2 4576 -- --
906.19 1.41 4.89 -0.115 -- -- -- -- 0.571 -- -- -- -- --
860.49 1.37 4.9 -- 0.923 -- -- -- 0.604 16.2 -- -- -- --
711.48 1.24 4.93 -- -- 2.37 -- -- 0.392 -- 27.18 4715 -- --
906.55 1.41 4.89 -- -- -- -- -- 0.584 -- -- -- -- --

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
1 601.01 temperature 20 14400 > th dose dependent rect. 17 1
3 601.32 temperature 20 14400 > th dose dependent rect. 14 4
32 604.48 temperature 30 14400 < th dose dependent rect. 17 1
219 608.49 temperature 15 14400 > th dose dependent sin 20 NA
289 609.22 temperature 25 14400 < th dose independent rect. 16 2
479 610.84 radiation 1 14400 > th dose independent rect. 18 11
482 610.86 temperature 30 14400 < th dose dependent sin 19 NA
502 611.05 temperature 25 14400 > th dose independent rect. 17 1
809 612.77 temperature 25 14400 > th dose independent rect. 14 5
814 612.79 temperature 10 14400 > th dose dependent rect. 12 22
832 612.87 temperature 10 14400 > th dose dependent no NA NA
939 613.39 temperature 10 14400 > th dose dependent rect. 16 23