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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.

Os05g0121900

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

Description : Similar to Phosphate/phosphoenolpyruvate translocator protein-like.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.23 (0.043) R2 : 0.645
β1 : -1.71 (0.162) R2dD : 0.0978 R2D : -0.0552
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.54 (0.159) R2dE : 0.737 R2E : 0.521
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.621 (0.0954) R2dN8 : 0.0491 R2N8 : -0.0711
σ : 0.794
deviance : 290.56
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.57
memory length : 810
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
272.47 0.776 5.37 -2.6 1.27 3.75 1.26 -3.16 -0.863 20.1 21.34 1387 -- --
280.08 0.779 5.26 -1.69 1.28 3.58 1.21 -- -0.626 20.4 20.7 1442 -- --
277.17 0.775 5.37 -2.63 1.27 3.74 -- -3.19 -0.861 20.1 21.57 1390 -- --
284.33 0.785 5.26 -1.74 1.28 3.64 -- -- -0.621 20.1 20.46 1383 -- --
289.96 0.793 5.25 -1.92 -- 4.53 -- -0.946 -0.674 -- 19.85 822 -- --
705.51 1.25 5.07 -0.358 1.3 -- 1.17 -- 0.234 21.1 -- -- -- --
710.33 1.25 5.07 -0.399 1.3 -- -- -- 0.233 21.1 -- -- -- --
290.56 0.794 5.23 -1.71 -- 4.54 -- -- -0.621 -- 19.57 810 -- --
351.61 0.873 5.19 -- 1.2 3.33 -- -- -0.293 19.7 21.8 1267 -- --
807.54 1.33 5.04 -0.395 -- -- -- -- 0.226 -- -- -- -- --
714.52 1.25 5.06 -- 1.3 -- -- -- 0.278 21.1 -- -- -- --
357.64 0.881 5.16 -- -- 3.99 -- -- -0.338 -- 20.59 787 -- --
811.66 1.33 5.03 -- -- -- -- -- 0.27 -- -- -- -- --

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
1 275.97 temperature 20 1440 > th dose dependent rect. 6 22
3 276.00 temperature 20 1440 > th dose dependent rect. 24 22
4 276.14 temperature 20 1440 > th dose dependent rect. 10 23
12 276.23 temperature 20 1440 > th dose dependent rect. 12 23
18 276.37 temperature 20 1440 > th dose dependent rect. 21 23
23 276.46 temperature 20 1440 > th dose dependent rect. 17 23
24 276.47 temperature 20 1440 > th dose dependent no NA NA
27 276.51 temperature 20 1440 > th dose dependent rect. 15 23
127 279.34 temperature 20 1440 > th dose dependent sin 17 NA
190 281.95 temperature 20 1440 > th dose dependent sin 4 NA
283 286.96 temperature 10 720 > th dose dependent rect. 12 23
321 288.80 temperature 25 1440 > th dose dependent rect. 12 1
465 290.93 temperature 10 720 > th dose dependent rect. 21 22
567 293.07 temperature 25 1440 > th dose dependent rect. 11 3