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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.

Os05g0380700

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

Description : Polynucleotidyl transferase, Ribonuclease H fold domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.72 (0.029) R2 : 0.694
β1 : -0.978 (0.112) R2dD : 0.0608 R2D : -0.0355
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.55 (0.101) R2dE : 0.526 R2E : 0.514
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.624 (0.0652) R2dN8 : 0.0939 R2N8 : 0.207
σ : 0.535
deviance : 131.76
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.74
memory length : 2422
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 = temperature, 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
125.67 0.527 4.72 -0.936 0.604 2.57 0.52 -0.0252 0.623 1.6 18.64 1731 -- --
125.66 0.522 4.72 -0.927 0.602 2.57 0.538 -- 0.624 1.64 18.7 1740 -- --
126.65 0.524 4.73 -0.947 0.604 2.57 -- -0.0056 0.62 1.31 18.6 1710 -- --
126.65 0.524 4.73 -0.944 0.601 2.56 -- -- 0.623 1.3 18.62 1710 -- --
131.78 0.535 4.72 -0.955 -- 2.56 -- 0.0958 0.631 -- 19.63 2423 -- --
289.15 0.797 4.6 0.0136 0.628 -- 0.453 -- 1.19 0.745 -- -- -- --
289.97 0.797 4.6 -0.00262 0.626 -- -- -- 1.19 0.568 -- -- -- --
131.76 0.535 4.72 -0.978 -- 2.55 -- -- 0.624 -- 19.74 2422 -- --
145.33 0.561 4.69 -- 0.604 1.99 -- -- 0.822 0.307 20.62 1521 -- --
314.58 0.829 4.59 0.0193 -- -- -- -- 1.2 -- -- -- -- --
289.98 0.797 4.6 -- 0.626 -- -- -- 1.19 0.568 -- -- -- --
148.27 0.567 4.68 -- -- 2.23 -- -- 0.807 -- 21.08 1095 -- --
314.59 0.828 4.59 -- -- -- -- -- 1.2 -- -- -- -- --

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
1 126.71 temperature 20 1440 > th dose dependent rect. 10 22
11 127.10 temperature 20 1440 > th dose dependent rect. 19 22
30 127.43 temperature 20 1440 > th dose dependent rect. 16 23
32 127.46 temperature 20 1440 > th dose dependent no NA NA
34 127.50 temperature 20 1440 > th dose dependent rect. 13 23
38 127.52 temperature 20 1440 > th dose dependent rect. 2 23
41 127.53 temperature 20 1440 > th dose dependent rect. 6 23
107 128.21 temperature 20 1440 > th dose dependent sin 16 NA
393 130.21 temperature 20 1440 > th dose dependent sin 4 NA
555 131.06 temperature 15 4320 > th dose dependent rect. 21 2
569 131.12 temperature 30 4320 < th dose dependent rect. 21 2
811 132.70 temperature 30 4320 < th dose dependent rect. 19 6
816 132.71 temperature 30 4320 < th dose dependent rect. 18 8